Smallholders, Agrarian Reform, and Globalization in the Brazilian Amazon: Cattle versus the Environment
Open accessAbstract
Smallholder farming in the Brazilian Amazon has changed markedly over the last few decades, following a pervasive swing to cattle production observed across the basin. These changes have brought opportunities for accumulating a modicum of wealth that were not available in the early stages of colonization. At the same time, they have reconfigured livelihood systems away from diversified agriculture to a strong engagement with the cattle economy. They are also exposing smallholders to new forms of exploitation by transnational corporations, seeking to pass risk upstream to less powerful economic agents who provide inputs to production, such as calves. The case of Southeastern Pará provides a natural laboratory for investigating such phenomena, which the article considers through the presentation of data from field research conducted in the region over the past decade. Here, agrarian reform efforts have been particularly intense, and social movements have often espoused a green rhetoric in favor of diversified agriculture, even though smallholders show little interest in anything but cattle. Household level incentives promote Amazonia’s emergent cattle economy, demonstrating how global production networks have reached into the basin, where production relations between smallholders provisioning calves to large ranching operations often resemble what has been referred to in the literature as “contract farming” land grabs, given the exploitive terms of trade.
AI snapshot
Written from the paper’s full text.
TL;DR
Smallholders in agrarian reform settlements in Southeastern Pará have shifted toward cattle, especially calf production for large ranchers, despite policies and social movement rhetoric favoring diversified agriculture. Field data show credit, market access, and calf prices drive this cattle economy, while informal calving contracts expose smallholders to exploitive terms resembling contract-farming land grabs.
Key findings
- In the 2011 survey of 104 households, 71% reported cattle in 2010; mean cattle heads rose from 19 (2006) to 21 (2011), pasture from 18.22 to 21.66 ha, and stocking density fell from 1.30 to 0.95 animals/ha. Changes in pasture and density were statistically significant; the change in animals was not.
- Calves dominated sales: 85% of the cattle-holding sample reported calf sales versus 31% selling cows for meat, and almost three times as many calves were sold as cows. Calves provided 17% of average annual income and involved 60% of interviewees; government transfers provided 28% average annual income and were received by 68%, while non-cattle agricultural production provided less than 10% and ranked fourth.
- Credit was strongly tied to cattle: 79 smallholders received government credit exclusively for cattle, and 63 (80%) still had animals; the relationship between receiving cattle credit and having cattle in 2010 was statistically significant. Of 33 who received credit for non-cattle activities, only 3 were still involved in those activities in 2011.
- The emergent production chain showed calf prices rising from US$137 in 2005 to US$363 in 2011; modern slaughterhouses increased from none in 2000 to 14 by 2014, with JBS owning five. More than two-thirds of SP smallholders sold calves to local largeholders, often through informal contracts with in-kind payments and debt.
Methods
- Multi-method fieldwork in Southeastern Pará in 2010, 2011, and 2012, totaling six months: household surveys with 104 residents from six settlement projects in three municipalities, selected from a 2006 subset; 30 key informant interviews; and government data from IBGE, INPE, INCRA, Fundação Casa da Cultura de Marabá, and EMBRAPA.
- The 2006 sampling divided each SP into quadrants and selected every 3rd house to reach a 20% sample; the 2011 follow-up located 104 of 121 cattle-engaged households (85%). Data collected in 2011 queried respondents about 2010 agricultural involvement and productivity.
- Analysis used descriptive statistics for income, expenditures, and farming-system attributes, applications of inference to gauge statistical significance, and qualitative interview data for framing context.
Limitations
- Stated limitations: Not stated in the paper.
- Evident from the text: the sample was drawn from households engaged in cattle in 2006, so it is not representative of all SP residents and may overstate cattle dominance.
- Evident from the text: seasonality affected data collection—during the 2011 cupuaçu harvest the authors learned many smallholders were engaged in that fruit, after earlier 2010 pilot respondents reported no profitable plantations—and the analysis relies on self-reported 2010 data collected in 2011 from a small sample of 104 households.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
1 of 45 cited sources checked · 0 supported · 0 flagged · accuracy not yet measured
- Findingown data
Respondents who stopped alternative activities identified the absence of technical support, accidental fires, and lack of experience with intended crops as reasons, in that order.
“When queried as to the reasons for no longer engaging in these activities, respondents identified, in order of importance: the absence of technical support, accidental fires, and their lack of experience with intended crops.”
Quote in the paperNot a substantial claim - Findingown data
More than two-thirds of smallholders resident in SPs sell calves to local largeholders.
“Indeed, our fieldwork establishes that more than two-thirds of smallholders resident in SPs sell calves to local largeholders.”
Quote in the paperSubstantial claim - Findingnone given
Lack of continuity in technical support for diversified crop production after the contract with INCRA has ended is a problem.
“Another problem relates to the lack of continuity in technical support for diversified crop production after the contract with INCRA has ended.”
Quote in the paperNot a substantial claim - Findingown data
Extension agents confirmed that all crop production during the rainy season, including banana and cassava, has experienced serious problems due to lack of sales options.
“Agricultural extension agents confirmed that all crop production during the rainy season, even that of farmers engaged in banana and cassava, has experienced serious problems due to the lack of options for sales.”
Quote in the paperSubstantial claim - Findingreasoning
Agricultural extension agents and smallholders alike perceive that cattle provide better economic returns compared to crops.
“Agricultural extension agents and smallholders alike have the perception that cattle provide better economic returns when compared to crops.”
Quote in the paperSubstantial claim
- Findingown data
All extension agents interviewed recognized the region's potential viability for production of cassava flour, banana, pineapple, passion fruit, cupuaçu, and açaí.
“All extension agents interviewed recognized the potential viability in the region for the production of cassava flour, banana, pineapple, passion fruit, cupuaçu and açaí.”
Quote in the paperNot a substantial claim - Findingown data
When recommending productive activities for the region, logistical barriers were of greater concern to extension agents than the physical and chemical characteristics of the soils.
“When it came time to recommend productive activities for the region, these logistical barriers were of greater concern than the physical and chemical characteristics of the soils.”
Quote in the paperNot a substantial claim - Findingnone given
In most cases there is no formal contract specifying the rights and duties of each actor.
“In most cases there is no formal contract specifying the rights and duties of each actor.”
Quote in the paperNot a substantial claim - Findingown data
One respondent reported selling up to 60 kilograms of cupuaçu pulp per day at a price up to US $2.50 per kg.
“One respondent reported that it was possible to sell up to 60 kilograms of cupuaçu pulp per day, at a price up to US $2.50 per kg.”
Quote in the paperNot a substantial claim - Findingown data
Agents interviewed reported that they save time and can provide services to more SPs if recommended projects promote cattle as opposed to crop diversification, which requires feasibility studies and training for several crops.
“Given the small number of extension agents and high demand for their services, agents interviewed reported that they save time, and are, therefore, able to provide services to more SPs, if the recommended projects promote cattle as opposed to crop diversification, which requires feasibility studies and training for several crops, in accordance with the settler's history as PDA and policy require.”
Quote in the paperNot a substantial claim - Findingreasoning
These changes have reconfigured livelihood systems away from diversified agriculture to a strong engagement with the cattle economy.
“At the same time, they have reconfigured livelihood systems away from diversified agriculture to a strong engagement with the cattle economy.”
Quote in the paperSubstantial claim- Rests on an assumption: The six settlement projects in Southeastern Pará are representative of agrarian reform settlements in the Brazilian Amazon, so findings from them can be generalized to Amazonian smallholders in SPs.
- Findingnone given
Smallholders understand that productivity and profitability are related to seasonality, investment in technology, and soil quality in the region.
“Indeed, smallholders understand that productivity and profitability are related to seasonality, investment in technology and soil quality in the region.”
Quote in the paperNot a substantial claim - Findingnone given
Cupuaçu is harvested during the rainy season, when road conditions are most problematic.
“Furthermore, cupuaçu is harvested during the rainy season, which corresponds to a time when road conditions are the most problematic.”
Quote in the paperSubstantial claim - Findingown data
Another substantial expense stems from monthly installments to pay off credit for the purchase of durable goods, such as motorcycles, refrigerators, and TVs, amounting to about 9 percent of monthly income.
“Another substantial expense stems from monthly installments to pay off credit for the purchase of durable goods, such as motorcycles, refrigerators, and TVs, amounting to about 9 percent of monthly income.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
- Findingown data
When it comes to animals sold in 2010, regardless of reported activity, calves were by far the most important, with 85 percent of the sample reporting calf sales compared to only 31 percent who sold cows for meat.
“When it comes to animals sold in 2010, regardless of reported activity, calves were by far the most important, with 85 percent of the sample reporting calf sales compared to only 31 percent who sold cows for meat (see Table 4).”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
- Findingnone given
Lack of laboratories in the region qualified to perform scientific analysis of soils is an obstacle to crop production.
“A final obstacle to crop production stems from the lack of laboratories in the region qualified to perform scientific analysis of soils, which is essential for any agricultural plans.”
Quote in the paperNot a substantial claim - Findingown data
The expansion of meat processing capacity in the region has come quickly, from not even one modern slaughterhouse in 2000, to 14 modern facilities by 2014, capable of processing from 500 to 1200 animals per day.
“The expansion of meat processing capacity in the region has come quickly, from not even one modern slaughterhouse in 2000, to 14 modern facilities by 2014, capable of processing from 500 to 1200 animals per day (Table 6).”
Quote in the paperNot a substantial claim - Findingown data
The average property size of the smallholders who participated in this research is 33 hectares.
“as the average property size is 33 hectares.”
Quote in the paperSubstantial claim - Findingnone given
Smallholder farming in the Brazilian Amazon has changed markedly over the last few decades, following a pervasive swing to cattle production observed across the basin.
“Smallholder farming in the Brazilian Amazon has changed markedly over the last few decades, following a pervasive swing to cattle production observed across the basin.”
Quote in the paperSubstantial claim- Rests on an assumption: The six settlement projects in Southeastern Pará are representative of agrarian reform settlements in the Brazilian Amazon, so findings from them can be generalized to Amazonian smallholders in SPs.
- Findingcitation
Calf prices rose from US $137 in 2005 to US $363 in 2011.
“Over time, many smallholders began selling off their male calves, which makes sense given calf prices rose from US $137 in 2005 to US $363 in 2011 [34,35].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [34] Anualpec (2006). Anuário da Pecuária Brasileira, Instituto FNP.
Not checked in the free run.
- cites [35] Anualpec (2011). Anuário da Pecuária Brasileira, Informa Economics-FNP.
Not checked in the free run.
- Findingown data
In contrast to lack of involvement in cropping, 71 percent of respondents reported having cattle in 2010.
“In contrast to lack of involvement in cropping, 71 percent of respondents reported having cattle in 2010.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
- Findingown data
Inadequate lot size was cited by extension agents and smallholders as the main barrier to smallholder involvement in green economic activities.
“However, inadequate lot size was cited by extension agents and smallholders as being the main barrier to their involvement in such green economic activities.”
Quote in the paperSubstantial claim - Findingown data
There was a statistically significant relationship between receiving credit for cattle and having cattle in 2010.
“According to our analysis, there was a statistically significant relationship between receiving credit for cattle and having cattle in 2010.”
Quote in the paperSubstantial claim - Findingown data
Of the surveyed smallholders, only 33 received credit for non-cattle or alternative activities.
“In terms of institutional support for agriculture, only 33 people said they received credit for non-cattle (or alternative) activities.”
Quote in the paperNot a substantial claim - Findingown data
Of the 33 smallholders who invested in alternative production, only 9 (27 percent) considered it more profitable than investments in cattle.
“Of those 33 smallholders who had invested in alternative production, only nine (27 percent) considered this more profitable than investments in cattle.”
Quote in the paperSubstantial claim - Findingown data
In the 2006 fieldwork, 121 of 161 respondents (75 percent) reported engagement in cattle activities.
“The 2006 fieldwork resulted in 161 household surveys in the six SPs, and 121 respondents (75 percent) reported engagement in cattle activities.”
Quote in the paperSubstantial claim - Findingown data
Of those who received credit for alternative production, only 3 were still involved in those activities in 2011.
“Of those who did receive credit for alternative production such as cropping (e.g., cassava, banana, coconut) or small animals (e.g., poultry), a limited 3 people are still involved in those activities in 2011.”
Quote in the paperNot a substantial claim - Findingown data
Despite these increases, there was a decrease in animal density per lot across the five-year period.
“Despite these increases, there was a decrease in animal density per lot across the five-year period.”
Quote in the paperSubstantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
- Findingown data
Credit availability for cattle production is the key motivation cited by smallholders in their decision to invest in cattle.
“All told, credit availability for cattle production is the key motivation cited by smallholders in their decision to invest in cattle.”
Quote in the paperSubstantial claim - Findingown data
Despite claims extolling the virtue of and commitment to agro-ecology and food sovereignty advocated in SP policies, the vast majority of households (88 percent) reported that they bought most of their food at grocery stores.
“Indeed, despite claims extolling the virtue of and commitment to agro-ecology and food sovereignty advocated in SP policies, the vast majority of households (88 percent) reported that they bought most of their food at grocery stores.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
- Findingreasoning
Many smallholders began selling off their male calves.
“Over time, many smallholders began selling off their male calves, which makes sense given calf prices rose from US $137 in 2005 to US $363 in 2011 [34,35].”
Quote in the paperNot a substantial claim - Premisecitation
Along with cattle expansion, pasture increased from 0.7 percent of the total region in 1970 to 10 percent by 2004.
“Along with cattle expansion, pasture increased from 0.7 percent of the total region in 1970 to 10 percent by 2004 [14].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [14] IBGE Pesquisa Pecuária Municipal, Available online:www.sidra.ibge.gov.br.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Because of smallholders' lack of access to technology, largeholders provide a decisive commercial link between smallholders and final consumption via slaughterhouses in the region.
“Because of smallholders' lack of access to technology, largeholders still provide a decisive commercial link between smallholders and final consumption, via slaughterhouses in the region.”
Quote in the paperSubstantial claim - Premisecitation
More than 80 percent of cleared areas in the Brazilian Amazon are dedicated to pasture formation.
“Implicated in this process is deforestation, since more than 80 percent of cleared areas in the Brazilian Amazon are dedicated to pasture formation [10,[15][16][17].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10,[15][16][17]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
In the same region, in 2000, Walker et al. found that small producers had increased the average number of animals to 33, which required an average of 37 hectares of pastureland.
“In the same region, in 2000, Walker et al. found that small producers had increased the average number of animals to 33, which required an average of 37 hectares of pastureland [10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] Walker, 2000, Deforestation and cattle ranching in the Brazilian Amazon: External capital and household processes, World Dev. source
- Interpretationown data
These findings suggest that decreases in density were due to increases in pasture, rather than reduction in animals.
“These findings suggest that decreases in density were due to increases in pasture, rather than reduction in animals.”
Quote in the paperSubstantial claim - Premisecitation
Displaced farmers forced to urban areas exacerbate already high rates of unemployment and poverty.
“Displaced farmers forced to urban areas exacerbate already high rates of unemployment and poverty [19].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] Simmons, 2003, The changing dynamics of land conflict in the brazilian amazon: The rural-urban complex and its environmental implications, Urban Ecosyst. source
- Interpretationreasoning
DALR has enflamed land conflict in the region, as the landless and their advocates confront large landowners and pressure the government to follow through on agrarian reform promises.
“This has enflamed land conflict in the region, as the landless and their advocates engage in DALR to confront large landowners and pressure the government to follow through on agrarian reform promises.”
Quote in the paperNot a substantial claim - Premisecitation
Growing cadres of the poor in cities are easily mobilized to participate in direct action land reform (DALR), characterized by militant occupations carried out by hundreds of landless farmers on large ranches deemed illegal or unproductive by movement leaders.
“In turn, growing cadres of the poor in cities are easily mobilized to participate in direct action land reform, or DALR, which is characterized by the militant occupations, carried out by hundreds of landless farmers on large ranches deemed illegal or unproductive by movement leaders [4].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4] Simmons, 2010, Doing it for themselves: Direct action land reform in the Brazilian Amazon, World Dev. source
- Premisecitation
Recent ethnographic studies across the basin suggest that smallholders are shifting from subsistence agriculture to a pasture-based farming system.
“Such findings mirror recent ethnographic studies across the basin, suggesting that smallholders are shifting from subsistence agriculture to a pasture-based farming system [10,25,26].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [10] Walker, 2000, Deforestation and cattle ranching in the Brazilian Amazon: External capital and household processes, World Dev. source
- cites [25] Walker, 2003, Mapping process to pattern in the landscape change of the Amazonian frontier, Ann. Assoc. Am. Geogr. source
- cites [26] Browder, 2008, Patterns of development and land cover change in the Brazilian Amazon: A farm-level analysis of Rondonia’S settlement frontier, 1992–2002, World Dev. source
- Interpretationnone given
The precipitous rise in calf prices probably reflects the sudden insertion of Southeastern Pará into the global economy by way of a fast hook-up to transcontinental value chains in the provision of chilled beef.
“The precipitous rise in calf prices probably reflects the sudden insertion of Southeastern Pará into the global economy by way of a fast hook-up to transcontinental value chains in the provision of chilled beef.”
Quote in the paperNot a substantial claim - Premisecitation
Policy mandates that SPs be initiated at the grassroots level, usually with the involvement of a social movement organization (SMO) such as the Landless Rural Workers' Movement (MST).
“Unlike traditional state-led colonization efforts, policy mandates that SPs be initiated at the grassroots level, an action that usually initiates with the involvement of a social movement organization, or SMO, such as the Landless Rural Workers' Movement (MST).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [2] Arima, E., Barreto, P., and Brito, M. (2005). Pecuária na Amazônia: Tendências e Implicações para a Conservação, IMAZON.
Not checked in the free run.
- cites [4] Simmons, 2010, Doing it for themselves: Direct action land reform in the Brazilian Amazon, World Dev. source
- cites [21] Carruthers, D.V. (2008). Environmental Justice in Latin America, The MIT Press. source
- Premisecitation
In the SPs of Southeastern Pará, a multiplicity of factors potentially affect the switch from subsistence agriculture to cattle ranching, including the availability of credit and strong economic returns stemming from the global demand for beef.
“In the SPs of Southeastern Pará, a multiplicity of factors potentially affect the switch from subsistence agriculture to cattle ranching, including the availability of credit and strong economic returns stemming from the global demand for beef [2,12,17].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [2] Arima, E., Barreto, P., and Brito, M. (2005). Pecuária na Amazônia: Tendências e Implicações para a Conservação, IMAZON.
Not checked in the free run.
- cites [12] Walker, 2009, Ranching and the new global range: Amazônia in the 21st century, Geoforum source
- cites [17] Gomes, 2012, Rubber tapper identities: Political-economic dynamics, livelihood shifts, and environmental implications in a changing Amazon, Geoforum source
- Premisecitation
Starting in 1989, crops such as beans, cassava, and coffee, historically important in that region, began to yield space to more commercial products such as soybeans and cattle ranching.
“Starting in 1989, crops, such as beans (Phaseolus vulgaris), cassava (Manihot esculenta Crantz), and coffee (Coffea arabica L.), which historically were important in that region, began to yield space to more commercial products such as soybeans (Glycine max) and cattle ranching [5].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] Simon, 2005, The expansion of agriculture in the Brazilian Amazon, Environ. Conserv. source
- Interpretationown data
The 1000-hectare requirement for an economically viable carbon sequestration project excludes the smallholders who participated in this research.
“For instance, an economically viable project for carbon sequestration requires an area of at least 1000 hectares, which excludes the smallholders who participated in this research, as the average property size is 33 hectares.”
Quote in the paperSubstantial claim- Rests on an assumption: An economically viable carbon sequestration project requires an area of at least 1000 hectares.
- Premisecitation
The government responded with new policy initiatives, especially in the aftermath of the Eldorado do Carajás massacre in 1996 when 19 landless farmers were killed by the military police during a protest.
“The government has responded with new policy initiatives, especially in the aftermath of the Eldorado do Carajás massacre in 1996 when 19 landless farmers were killed by the military police during a protest [3].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [3] Simmons, 2004, The political economy of land conflict in the eastern Brazilian Amazon, Ann. Assoc. Am. Geogr. source
- Interpretationreasoning
Smallholders and ranchers, who in previous decades were adversaries in the struggle for land, today engage one another in input-output relations in the mutual interest of providing beef to an expanding global market.
“In particular, we incorporate aspects of the production network perspective, and maintain that smallholders and ranchers, who in previous decades were adversaries in the struggle for land, today engage one another in input-output relations in the mutual interest of providing beef to an expanding global market.”
Quote in the paperNot a substantial claim - Interpretationreasoning
These changes are exposing smallholders to new forms of exploitation by transnational corporations, seeking to pass risk upstream to less powerful economic agents who provide inputs to production, such as calves.
“They are also exposing smallholders to new forms of exploitation by transnational corporations, seeking to pass risk upstream to less powerful economic agents who provide inputs to production, such as calves.”
Quote in the paperNot a substantial claim - Premisecitation
Homma found that small producers living near the Transamazon highway in Altamira raised an average of 1.4 animals per 6.4 hectares of pasture in 1975.
“Homma found that small producers living near the Transamazon highway in Altamira raised an average of 1.4 animals per 6.4 hectares of pasture in 1975 [9].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Homma, A. (1976). Programacao das Atividades Agropecuarias, sob Condicoes de Risco, nos Lotes do Núcleo de Colonização de Altamira, Universidade Federal de Viçosa.
Not checked in the free run.
- Interpretationreasoning
Price instability for crops such as cupuaçu made the activity less appealing than investing in cattle, which have stable prices and demand.
“However, price instability for crops in the region, such as cupuaçu, made the activity less appealing than investing in cattle, which have stable prices and demand.”
Quote in the paperSubstantial claim - Interpretationreasoning
Since smallholders possess neither the land nor the resources to produce 18 animals at one time, largeholders with fattening operations purchase aggregated production from multiple smallholders within SPs in their vicinity.
“Since smallholders possess neither the land nor the resources to produce this many animals at one time, largeholders with fattening operations purchase aggregated production from multiple smallholders within SPs in their vicinity.”
Quote in the paperSubstantial claim- Rests on an assumption: Modern slaughterhouses only buy in truck-lots of at least 18 animals.
- Premisecitation
Even traditional groups that originally engaged in extractive activities, such as the rubber tappers in the Chico Mendes reserve, have instead opted for cattle ranching.
“Even traditional groups that originally engaged in extractive activities, such as the rubber tappers in the Chico Mendes reserve, have instead opted for cattle ranching [17].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] Gomes, 2012, Rubber tapper identities: Political-economic dynamics, livelihood shifts, and environmental implications in a changing Amazon, Geoforum source
- Interpretationreasoning
Informal purchase arrangements put considerable market power in the hands of largeholders to set the terms of trade, leaving smallholders at a disadvantage.
“Consequently, such purchase arrangements, often informal in nature, put considerable market power in the hands of largeholders to set the terms of trade, leaving smallholders at a disadvantage.”
Quote in the paperSubstantial claim - Interpretationreasoning
The viability of calf marketing has involved the development of commodity chain links between smallholders and large-scale ranchers, who buy calves to fatten on the way to the slaughterhouse.
“The viability of such marketing has involved the development of commodity chain links between smallholders and large-scale ranchers, who buy calves to fatten on the way to the slaughterhouse.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Amazonia's smallholders are no longer autarchic peasants living beyond the agricultural frontier.
“Amazonia's smallholders are no longer autarchic peasants living beyond the agricultural frontier.”
Quote in the paperSubstantial claim - Interpretationreasoning
The extent to which land use in the SPs reflects this more general interest in cattle on the part of smallholders points to an apparent disconnect between policy and practice.
“The extent to which land use in the SPs reflects this more general interest in cattle on the part of smallholders points to an apparent disconnect between policy and practice.”
Quote in the paperSubstantial claim - Premisecitation
In a study of SPs in Southeastern Pará, Simmons and colleagues in 2006 found that 75 percent of the occupants viewed cattle as their primary agricultural activity.
“For example, in a study of SPs in Southeastern Pará, Simmons and colleagues in 2006 found that 75 percent of the occupants viewed cattle as their primary agricultural activity [4].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4] Simmons, 2010, Doing it for themselves: Direct action land reform in the Brazilian Amazon, World Dev. source
- Interpretationreasoning
Smallholder interest in cattle facilitates absentee ownership given reduced labor requirements.
“Third, smallholder interest in cattle facilitates absentee ownership given reduced labor requirements.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The nature of credit provision appears to be a key factor undergirding smallholders' land use result.
“The nature of credit provision appears to be a key factor undergirding this result.”
Quote in the paperSubstantial claim - Interpretationreasoning
Smallholder investment in cattle is contrary to agrarian reform policy, which is meant to secure both livelihood and environmental sustainability by supporting diversified family farming.
“First, it is contrary to agrarian reform policy, meant to secure both livelihood and environmental sustainability by supporting diversified family farming.”
Quote in the paperSubstantial claim - Interpretationreasoning
Barriers to sustainable development in the Brazilian Amazon are historically tied to public policies that have brought people to a region without providing adequate infrastructure.
“Barriers to sustainable development in the Brazilian Amazon are historically tied to public policies that have brought people to a region without providing adequate infrastructure.”
Quote in the paperSubstantial claim - Interpretationreasoning
This outcome stands at odds with the original agricultural goal for both agrarian reform movements and the Brazilian state.
“This outcome stands at odds with the original agricultural goal for both agrarian reform movements and the Brazilian state.”
Quote in the paperSubstantial claim - Interpretationreasoning
Smallholders in the SPs appear to be subject to exploitive terms of trade by virtue of the informal calving contracts that often leave them in debt.
“Furthermore, smallholders in the SPs appear to be subject to exploitive terms of trade by virtue of the informal calving contracts that often leave them in debt.”
Quote in the paperNot a substantial claim - Interpretationnone given
The smallholders have articulated with global production chains for beef, now governed in part by large transnational enterprises, including Brazil's JBS, the world's largest beef products corporation.
“Instead, they have articulated with global production chains for beef, now governed in part by large transnational enterprises, including Brazil's JBS, the world's largest beef products corporation.”
Quote in the paperSubstantial claim - Interpretationreasoning
Opportunity costs associated with diversified agriculture in Southeastern Pará appear to stimulate Amazonia's emergent ranching economy.
“Opportunity costs associated with diversified agriculture in Southeastern Pará appear to stimulate Amazonia's emergent ranching economy.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Financial capital available to smallholders in the form of low interest loans has incentivized cattle production at the expense of diversified systems.
“In particular, the financial capital available to smallholders in the form of low interest loans has incentivized cattle production at the expense of diversified systems.”
Quote in the paperSubstantial claim - Interpretationreasoning
The cattle economy could add a new phase to this region's intransigent history of land conflict.
“Consequently, the cattle economy could add a new phase to this region's intransigent history of land conflict.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The smallholders interviewed were not using their land in a manner consistent with long-term environmental sustainability.
“For a variety of reasons, the smallholders we spoke with were not using their land in a manner consistent with long-term sustainability, at least with respect to the environment.”
Quote in the paperSubstantial claim
- May combine two claims. 71
- Classified as probably not a substantial claim. 36
May combine two claims.
InterpretationcitationThe paper provides evidence of exploitive production relations in the region, which may portend a new wave of contention brought on by what has been referred to in the literature as a land grab through informal contract farming.
“We provide evidence of exploitive production relations in the region, which may portend a new wave of contention brought on by what has been referred to in the literature as a land grab through informal contract farming [31][32][33].”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [31] Borras, 2012, Land grabbing in Latin America and the Caribbean, J. Peasant Stud. source
- cites [32] Lund, 2011, New frontiers of land control: Introduction, J. Peasant Stud. source
The Introduction discusses what has been dubbed the “global land grab” and describes changing forms of land control. It does not identify informal contract farming as a form of land grabbing. The citing authors’ statement that they provide evidence from their region is their own claim, not a finding attributed to this source. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [33] Smalley, 2012, Large-scale land deals from inside out: Findings from Kenya’s Tana Delta, J. Peasant Stud. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingreasoningSmallholders have a mixed herd (dairy and beef) rather than pure-bred cattle, because such animals are less expensive and they better meet the dual needs of milk production and calving.
“For their part, smallholders have a mixed herd (dairy and beef) rather than pure-bred cattle, because such animals are less expensive and they better meet the dual needs of milk production and calving.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
Probably not a substantial claim: may not pass S4 (based).
Findingnone givenThe livelihood systems of smallholders originally targeted for colonization have evolved dramatically over the past few decades, from mostly subsistence farming based strictly on household resources, to small-scale ranching tied to the global economy via production networks.
“Despite this checkered development history, there is little doubt that the livelihood systems of the smallholders who were originally targeted for colonization have evolved dramatically over the past few decades, from mostly subsistence farming based strictly on household resources, to small-scale ranching tied to the global economy via production networks.”
Quote in the paperNot a substantial claim- Rests on an assumption: The six settlement projects in Southeastern Pará are representative of agrarian reform settlements in the Brazilian Amazon, so findings from them can be generalized to Amazonian smallholders in SPs.
May combine two claims.
Findingown dataNearly all households with cattle received credit originally provided for dairy cattle, but most of them are engaged in mixed production, and only 13 percent said they produced a limited quantity of milk for sale in local markets, the remaining produced milk for self consumption.
“Finally, nearly all households with cattle received credit originally provided for dairy cattle, but most of them are engaged in mixed production (dairy and beef), and only 13 percent said they produced a limited quantity of milk for sale in local markets, the remaining produced milk for self consumption.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataFurther analysis of the data shows that while mean changes in animals between 2006 and 2011 were not statistically significant, changes in area under pasture and animal density (cows/hectare) were.
“However, further analysis of the data shows that while mean changes in animals between 2006 and 2011 were not statistically significant, changes in area under pasture and animal density (cows/hectare) were.”
Quote in the paperSubstantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
FindingreasoningEven new smallholders receiving land inside SPs know that crop diversification would be a better option for the environment, but it is easier to get credit for cattle only, since credit for other production activities is rarely available.
“Even new smallholders receiving a piece of land inside SPs know that crop diversification would be a better option for the environment; however, it is easier to get credit for cattle only, since rarely is credit made available for other production activities.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationAcerola cherry and açaí need to reach the market within 24 hours after harvest, and cupuaçu within a window of four days.
“For instance, acerola cherry and açai, two viable and profitable crops for the region, need to reach the market within 24 h after harvest, and cupuaçu within a window of four days (personal communication, extension agent, Marabá, April 2011).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAlmost three times as many calves were sold than cows, and those reporting meat or mixed meat-dairy production actually sold more calves.
“Furthermore, almost three times as many calves were sold than cows, and those reporting meat or mixed meat-dairy production actually sold more calves.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataOverall, non-cattle agricultural production ranked only fourth as a source of income, providing less than 10 percent of the annual average.
“Overall, non-cattle agricultural production ranked only fourth as a source of income, providing less than 10 percent of the annual average (See Table 5).”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataDescriptive statistics show that 71 percent of household heads were male, with a mean age of 53 years.
“Descriptive statistics for socio economic characteristics of households in the 2011 sample show that 71 percent of household heads were male, with a mean age of 53 years (see Table 1).”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataOf the estimated 53 percent of households that reported involvement with cropping in 2010, most stated that the land dedicated to crops was small, and only 20 percent were able to report the area planted, which averaged 4 hectares.
“Of the estimated 53 percent of households that reported involvement with cropping in 2010, most stated that the land dedicated to crops was small, and only 20 percent were able to report the area planted, which averaged 4 hectares.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataIn 2011 interviews, an estimated 79 smallholders reported receiving government credit exclusively for investment in cattle, and of those, 63 (80 percent) still had animals on their property.
“Our 2011 interviews show that an estimated 79 smallholders reported that they received government credit exclusively for investment in cattle, and of those farmers, 63 (80 percent) still have animals on their property.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFrom the interviews with smallholders, calving operations were the primary focus of their activities, and the vast majority of sales were to middlemen working with large ranchers in the region.
“From the interviews with smallholders it became apparent that calving operations were the primary focus of their activities, and the vast majority of sales were to middlemen working with large ranchers in the region.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataThe most important income source was government transfers, at 28 percent average annual income, received by 68 percent of the sample, followed by the sale of calves to large ranchers at 17 percent, involving 60 percent of those interviewed.
“By and far the most important income source was (1) government transfers, at 28 percent average annual income, that were received by 68 percent of the sample, followed by (2) the sale of calves to large ranchers at 17 percent, involving 60 percent of those interviewed (Table 3).”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingnone givenFarmers stated that they sold primarily male calves to middlemen and ranchers, and cows over five years of age and sickly to the local butcher.
“In general, farmers stated that they sold primarily male calves to middlemen and ranchers, and cows over five years of age and sickly to the local butcher.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningEven extension agents argue that smallholders make more profit in cattle ranching.
“Even extension agents, who are tasked with explaining the benefits of agricultural diversification, argue that smallholders make more profit in cattle ranching.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe study uncovered several questionable instances where individual largeholders bought the entire production of a SP, coercing smallholders to accept payments in kind instead of monetary compensation, including pasture improvements and fence repairs.
“This study uncovered several questionable instances where individual largeholders bought the entire production of a SP, coercing smallholders to accept payments in kind instead of monetary compensation, including pasture improvements, fence repairs, etc.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe average education for the household head was three years of formal education, with 23 percent of those interviewed illiterate, and only one person in the entire sample reached the maximum level of formal education (15 years with a college degree).
“In terms of education, the average for the household head was three years of formal education, with 23 percent of those interviewed illiterate, and only one person in the entire sample who reached the maximum level of formal education (15 years with a college degree).”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataCorn, rice, and manioc were the three most important crops planted, primarily for family consumption or feed for animals, with the exception of two households that sold small quantities of manioc flour to neighbors.
“Corn, rice, and manioc were the three most important crops planted, primarily for family consumption or feed for animals, with the exception of two households that sold small quantities of manioc flour to neighbors (see Table 2).”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingnone givenRoads are in poor condition during the extended rainy season, making it impossible to bring perishable products to the city in time to get a good return.
“Furthermore, roads are in poor condition during the extended rainy season, making it impossible to bring perishable products to the city in time to get a good return.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataFor the sample, the bolsa-família amount varied from US $16 to $151 per month.
“For the sample, the amount varied from US $16 to $151 per month.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataThe most frequent explanation given by those who considered alternative production more profitable than cattle was inadequate lot size for cattle to be economically viable and the long-term unsustainability of pasture in an area where soil quality is questionable.
“The most frequent explanation related to inadequate lot size for cattle to be economically viable and the long-term unsustainability of pasture in an area where soil quality is questionable.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOf the 74 households reporting cattle in 2010, 30 percent reported engagement in dairy, 9 percent in meat production, and 61 percent reported mixed dairy-meat activities.
“Of the 74 households reporting cattle in 2010, 30 percent reported engagement in dairy, 9 percent in meat production, and 61 percent of smallholders reported mixed dairy-meat activities (see Table 4).”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataBy the time of the 2011 fieldwork, 71 percent of households stated they had access to electricity for the first time, with average monthly costs of US $21, or 3.5 percent of total income.
“By the time of the 2011 fieldwork, 71 percent of households stated they had access to electricity for the first time, with average monthly costs of US $21, or 3.5 percent of total income.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataSmallholders frequently mentioned that soils were not sufficiently fertile and that additional inputs such as expensive fertilizers and tractors were needed, which only large-scale farmers can afford.
“In addition to criticism associated with lack of technical support and market strength, it was also mentioned with high frequency that soils were not sufficiently fertile, and that additional inputs would be needed, such as expensive fertilizers and tractors, which only large-scale farmers can afford.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationAccording to a lawyer working with the landless movement, smallholders follow the logic of immediate results, and the mechanics of bringing products to market in larger cities remain a challenge.
“According to a lawyer working with the landless movement (personal communication, April 2011), smallholders work by following the logic of immediate results, and the mechanics of bringing products to market in larger cities remain a challenge.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOf the 29 percent reporting no cattle in 2010, all indicated that they had cattle previously, but needed to sell animals in order to pay accumulating debts, and their plans were to re-build their herds in the future.
“Of the 29 percent reporting no cattle in 2010, all indicated that they had cattle previously, but needed to sell animals in order to pay accumulating debts, and their plans were to re-build their herds in the future.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataDespite the plans for diversified food production elaborated in the PDAs, smallholders indicated minimal involvement with cropping, and an estimated 47 percent of households stated that they planted no crops at all.
“Despite the plans for diversified food production elaborated in the PDAs, smallholders indicated minimal involvement with cropping, and an estimated 47 percent of households stated that they planted no crops at all.”
Quote in the paperSubstantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingnone givenAn estimated one-third of smallholder income is used to pay principal and interest on loans acquired during initial creation of the SPs (31 percent), and an additional 28 percent of monthly income is used to purchase food at local grocery stores.
“In terms of monthly expenses, an estimated one-third of smallholder income is used to pay principal and interest on loans acquired during initial creation of the SPs (31 percent), and an additional 28 percent of monthly income is used to purchase food at local grocery stores.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingnone givenMany smallholders started ranching in order to produce milk for home consumption and to sell to local micro-industries.
“Within the region, many smallholders started ranching in order to produce milk for home consumption and to sell to local micro-industries.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataOn average, four people lived on each property, with a residence of 11 years on site.
“On average, four people lived on each property, with a residence of 11 years on site.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataThose no longer engaged in cattle activities despite receiving credit explained they had no option but to sell their animals to pay debts, mostly related to medical expenses, and all expressed intention to buy more cattle in the future.
“Those no longer engaged in cattle activities, despite receiving credit, explained that they had no option but to sell their animals in order to pay debts, mostly related to medical expenses, and all expressed their intention to buy more cattle in the future.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOther smallholders stated that they rented pasture, at about 9 percent of the sample.
“Other smallholders stated that they rented pasture, at about 9 percent of the sample.”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
May combine two claims.
Findingown dataOff-farm employment provided the highest income (28 percent), although only 30 percent of the sample reported involvement in such activities, and the average income was skewed as a result of a select few residents with formal sector jobs.
“Off-farm employment provided the highest income (28 percent), although only 30 percent of the sample reported involvement in such activities, and the average income was skewed as a result of a select few residents with formal sector jobs (e.g., teacher, ambulance driver).”
Quote in the paperNot a substantial claim- Rests on an assumption: Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
Classified as probably not a substantial claim. May combine two claims.
Findingnone givenAccording to key informants, the opportunity costs for forest protection under programs such as REDD are too great, and smallholders see no motivation to keep their land in forest if they are unable to receive a profit.
“According to key informants, the opportunity costs for forest protection under programs, such as REDD, are too great, and smallholders see no motivation to keep their land in forest if they are unable to receive a profit.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenLow soil fertility throughout the region complements the land-use choices of the smallholders in the sample, as observed by extension agents in the research network.
“Complementing the land-use choices of the smallholders in our sample is low soil fertility throughout the region, a circumstance that has been observed by extension agents in our research network.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataInformants point to the ease of obtaining credit for cattle, while the opposite situation prevails for those desiring to implement diversified farming systems.
“Our informants point to the ease of obtaining credit for cattle, while quite the opposite situation prevails for those desiring to implement diversified farming systems.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningAmazonia's smallholders are now fully engaged agents in Brazil's export economy, and frequently energetic participants in the region's agrarian politics.
“They are now fully engaged agents in Brazil's export economy, and, frequently, energetic participants in the region's agrarian politics.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningAs a result of crop failures, many smallholders, including those who received credit for cropping, shifted their land use to pasture and began to invest in cattle in the short term.
“As a result of these failures, in the short-term many smallholders, even those who received credit for cropping, shifted their land use to pasture and began to invest in cattle.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationTo date, nearly 9250 SPs have been created in Brazil, housing more than 968,000 families; most are located in the north and northeast, the poorest regions in the country.
“To date, nearly 9250 SPs have been created in Brazil, housing more than 968,000 families; most are located in the north and northeast, the poorest regions in the country [20].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] INCRA Assentamentos, Available online:http://www.incra.gov.br.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationBy 2007, almost 60 million hectares of land in Amazonia were owned by one percent of establishments that formed an elite group of wealthy ranchers, while a limited 4.4 million hectares were occupied by small farmers, who represented 45 percent of the establishments.
“By 2007, almost 60 million hectares of land in Amazonia were owned by one percent of establishments that formed an elite group of wealthy ranchers, while a limited 4.4 million hectares were occupied by small farmers, who represented 45 percent of the establishments [18].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [18] Agropecuario, C. (2006). Brasil, Grandes Regioes e Unidades da Federacao, IBGE.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe analyses deploy multiple modes of assessment based on free-form interviews of key informants and systematic surveys of settlement households, yielding both context and detail.
“The analyses undertaken deploy multiple modes of assessment based on free-form interviews of key informants conducted in 2010, 2011, and 2012, and systematic surveys of settlement households in 2011.We use the interview data to provide our framing context, and also to identify biophysical, political, and historical circumstances of which individual households may be unaware.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe stocking density is below smallholder averages in other parts of Amazonia (i.e., 1 animal/hectare), which is reflective of a highly unproductive land use that raises concerns about smallholder welfare and environmental sustainability.
“Indeed, the stocking density is below smallholder averages in other parts of Amazonia (i.e., 1 animal/hectare), which is reflective of a highly unproductive land use that raises concerns about smallholder welfare and environmental sustainability.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone givenThe livestock system of smallholders is distinct from that of large ranchers, who specialize in commercial production with animals genetically manipulated to produce high quality beef in a short period.
“In general, the livestock system of smallholders is distinct from that of large ranchers, who specialize in commercial production with animals genetically manipulated to produce high quality beef in a short period.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenThese new production relations are further motivated and maintained by Brazil's contradictory agrarian reform programs, and the unintended outcomes of environmental regulations.
“These new production relations are further motivated and maintained by Brazil's contradictory agrarian reform programs, and the unintended outcomes of environmental regulations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationSoutheastern Pará is one of Brazil's largest beef exporting areas to international markets, as a result of concerted government investments to eradicate Foot and Mouth Disease (FMD), and its subsequent designation as a FMD-free zone in 2007, open to international export under requirements of the World Organization for Animal Health.
“Today, this region is one of Brazil's largest beef exporting areas to international markets, as a result of concerted government investments to eradicate Foot and Mouth Disease (FMD), and its subsequent designation as a FMD-free zone in 2007, open to international export under requirements of the World Organization for Animal Health [12].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [12] Walker, 2009, Ranching and the new global range: Amazônia in the 21st century, Geoforum source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe expectation is that smallholders will have a greater investment in the SP, and chances for success will be higher given their engagement and commitment, as opposed to the colonization programs of the 1970s.
“The expectation is that smallholders will have a greater investment in the SP, and chances for success will be higher given their engagement and commitment, as opposed to the colonization programs of the 1970s [22].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [22] Agrária, R. (1997). Compromisso de Todos, Presidência da República, Governo Fernando Henrique Cardoso.
Not checked in the free run.
May combine two claims.
InterpretationreasoningOnce smallholders perceive that there is a well-established chain for calf sales, they open small plots of pasture without any credit and at the time of PDA development, they refuse to switch to more diversified production.
“Therefore, once smallholders perceive that there is a well-established chain for calf sales, they open small plots of pasture without any credit and at the time of PDA development, they refuse to switch to more diversified production.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenCalves are an important secondary product of dairy production and proved to be economically more profitable.
“However, an important secondary product of dairy production are calves, which proved to be economically more profitable.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAs of 2013, the cattle herd in Amazonia was over 80 million animals, accounting for more than 25 percent of Brazilian export of beef destined to satisfy demands around the world, with markets in Latin America, the European Union, the Middle East, and Asia, including China.
“As of 2013, the cattle herd in Amazonia was over 80 million animals, accounting for more than 25 percent of Brazilian export of beef destined to satisfy demands around the world, with markets in Latin America, the European Union, the Middle East, and Asia, including China [2].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [2] Arima, E., Barreto, P., and Brito, M. (2005). Pecuária na Amazônia: Tendências e Implicações para a Conservação, IMAZON.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationSoutheastern Pará has a long history of land conflict, pitting the landless against large ranchers, and triggering political mobilization for the purposes of agrarian reform that has resulted in the creation of many SPs.
“The region also has a long history of land conflict, pitting the landless against large ranchers, and triggering political mobilization for the purposes of agrarian reform that has resulted in the creation of many SPs [4].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4] Simmons, 2010, Doing it for themselves: Direct action land reform in the Brazilian Amazon, World Dev. source
May combine two claims.
InterpretationreasoningLand-extensive cattle ranching has resulted in the replication of land inequality observed in other parts of Brazil, as early smallholders were forced from their land due to their inability to compete in markets or through violent appropriation by largeholders, which pushed them further into forest frontiers or growing frontier boom towns.
“Unfortunately, land-extensive cattle ranching has also resulted in the replication of land inequality observed in other parts of Brazil, as early smallholders were forced from their land due to their inability to compete in markets or through violent appropriation by largeholders, which pushed them further into forest frontiers or growing frontier boom towns.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenIn 2010, a pilot study was conducted to test the survey instrument and ensure that the 2006 sampling strategy could be repeated, confirming the ability to reach the same small farmers for the follow-up surveys.
“In 2010, a pilot study was conducted to test the survey instrument and ensure that the 2006 sampling strategy could be repeated, confirming our ability to reach the same small farmers for the follow-up surveys.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe main criterion for sample selection was household engagement with cattle in the 2006 fieldwork by Simmons and colleagues.
“This is not surprising given that the focus of this research was smallholder cattle production activities in SPs, thus, the main criterion for sample selection was household engagement with cattle in the 2006 fieldwork by Simmons and colleagues.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningThe new economic status of the former peasant has brought new potentials for exploitation on the part of large-scale ranchers and the emergent food-processing sector.
“Further, the new economic status of the former peasant has also brought new potentials for exploitation on the part of large-scale ranchers and the emergent food-processing sector.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationThe newly emergent production chain linking large and smallholders has the potential to undermine Amazonian family farming, with implications for food security.
“The newly emergent production chain linking large and smallholders has the potential to undermine Amazonian family farming, with implications for food security [5].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] Simon, 2005, The expansion of agriculture in the Brazilian Amazon, Environ. Conserv. source
May combine two claims.
PremisecitationREDD+ policies recognize the negative role played by ranching as a driver of deforestation, and the importance of involving the region's residents in sustainable development activities to mitigate environmental degradation.
“REDD+ policies recognize the negative role played by ranching as a driver of deforestation, and the importance of involving the region's residents in sustainable development activities to mitigate environmental degradation (http://www.un-redd.org/and www.imazon.org.br).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationWalker et al., Poccard-Chapuis et al., and Vosti et al. attributed the gradual transformation of crops and forestlands into planted pasture in small-scale farms to a widespread process of pecuarização.
“Walker et al. [6], Poccard-Chapuis et al. [7], and Vosti et al. [8] attributed this gradual transformation of crops and forestlands into planted pasture in small-scale farms to a widespread process of pecuarização, or expansion of the cattle ranching economy toward the Amazon's geographical limits.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [6] Walker, R., Homma, A., Scatena, F., Conto, A., Rodriquez, C., Ferreira, C., Mourão, P., and Carvalho, R. (1998). Amazonia: The Environment and Agricultural Development, EMBRAPA.
Not checked in the free run.
- cites [7] Poccard-Chapuis, R., Turrand, J.F., Pketty, M.G., and da Veiga, J. (2001). Cadeia Produtiva de Gado de Corte e Pecuarização da Agricultura Familiar na Transamazônica, EMBRAPA.
Not checked in the free run.
- cites [8] Vosti, S.A., Baz, E.M., Crpentier, C.L., D'Oliveira, M.V.N., and Witcover, J. (2003, January 19–23). Small-scale managed forestry at the Brazilian agricultural frontier: Adoption, effects and policy issues. Proceedings of the International Conference on Rural Livelihoods, Forests and Biodiversity, Bonn, Germany.
Not checked in the free run.
May combine two claims.
PremisecitationIn the Brazilian Amazon, mainly large-scale producers are driving commercial agricultural development, while smallholders are finding it economically viable to replace forest and old croplands by planting pasture.
“In the Brazilian Amazon, it is mainly large-scale producers who are driving commercial agricultural development, while smallholders are finding it economically viable to replace forest and old croplands by planting pasture [5].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [5] Simon, 2005, The expansion of agriculture in the Brazilian Amazon, Environ. Conserv. source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningThese changes have brought opportunities for accumulating a modicum of wealth that were not available in the early stages of colonization.
“These changes have brought opportunities for accumulating a modicum of wealth that were not available in the early stages of colonization.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThe increase in debt from the purchase of durable goods coincides with the arrival of electricity in the SPs as part of the Luz Para Todos program (Light for All), initiated in 2003 to eradicate electricity exclusion in Brazil's rural areas.
“Interestingly, the increase in debt from the purchase of durable goods coincides with the arrival of electricity in the SPs as part of the Luz Para Todos program (Light for All), initiated in 2003 to eradicate electricity exclusion in Brazil's rural areas [26].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Browder, 2008, Patterns of development and land cover change in the Brazilian Amazon: A farm-level analysis of Rondonia’S settlement frontier, 1992–2002, World Dev. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataFinal data collection occurred in 2011, during which time 104 of the 121 households (85 percent) were located and surveys completed.
“Final data collection occurred in 2011, during which time 104 of the 121 households (85 percent) were located and surveys completed.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe social transformation of Amazonia's rural population presents dubious results for the environment and for the participating households themselves.
“Although a potential development success in certain terms, this social transformation of Amazonia's rural population presents more dubious results for the environment, and for the participating households themselves.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningCattle provide better returns because herds move by themselves regardless of season, eliminating transportation costs, and they provide the added benefit of milk production for familial consumption.
“This is especially so since herds move by themselves regardless of season, eliminating transportation costs, and they provide the added benefit of milk production for familial consumption.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningOver time, more animals were being raised on each property, implying more area was needed for pasture and consequently less was available for agriculture.
“These findings show that, over time, more animals were being raised on each property.This in turn implies that more area was needed for pasture and consequently less was available for agriculture.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationPolicy explicitly prohibits monoculture systems, such as cattle ranching, and suggests that credit and extension must focus on diversified and sustainable agriculture practices.
“Policy explicitly prohibits monoculture systems, such as cattle ranching, and suggests that credit and extension must focus on diversified and sustainable agriculture practices [23,24].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [23] INCRA Crédito Instalação, Available online:http://www.incra.gov.br.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [24] Gonçalves, E.C., and Fernandes, B.M. (2009). Análise e Mapeamento dos Tipos de Assentamentos de Reforma Agrária e Reforma Agrária de Mercado no Brasil: Contribuição para Compreensão da Diversidade e a Atualidade da Reforma Agrária Brasileira, NERA.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe data collection involved both random and systematic sampling methods; for the initial 2006 data collection, the SP was divided into quadrants, every 3rd house along the road was selected, and a 20 percent sample of households was reached.
“The data collection involved both random and systematic sampling methods.For the initial 2006 data collection, the SP was divided into quadrants to ensure geospatial representation, and then every 3rd house along the road was selected; if the landowner was not present, the next house was visited, and so on until a 20 percent sample of households was reached.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenCattle, and in particular calving, is the only activity in the region that has a well-consolidated supply chain and does not depend on road conditions to reach the market in good condition.
“Cattle, and in particular calving, is the only activity in the region that has a well-consolidated supply chain and does not depend on road conditions to reach the market in good condition.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationThe decline in cattle density would appear to contradict the expected pecuarização of Amazonia, and the overall importance of cattle in the region.
“The decline in cattle density would appear to contradict the expected pecuarização of Amazonia, and the overall importance of cattle in the region [12].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [12] Walker, 2009, Ranching and the new global range: Amazônia in the 21st century, Geoforum source
May combine two claims.
PremisecitationDespite early prognostication that the region was not viable for agriculture and ranching in particular offered little promise of success without massive government subsidies, animal husbandry has proven more successful and resilient.
“Despite early prognostication that the region was not viable for agriculture and ranching in particular offered little promise of success without massive government subsidies [11], animal husbandry has proven more successful and resilient [12].”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationHomma observed that the amount of land attributed to pasture was similar to the amount used for cropping in the properties visited in 1975, while Walker et al. found that only one-tenth of the total land allocated to pasture was used for cropping.
“In fact, Homma observed that the amount of land attributed to pasture was similar to the amount used for cropping in the properties visited in 1975 [9], while Walker et al. found that only one-tenth of the total land allocated to pasture was used for cropping [10].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [9] Homma, A. (1976). Programacao das Atividades Agropecuarias, sob Condicoes de Risco, nos Lotes do Núcleo de Colonização de Altamira, Universidade Federal de Viçosa.
Not checked in the free run.
- cites [10] Walker, 2000, Deforestation and cattle ranching in the Brazilian Amazon: External capital and household processes, World Dev. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe retirement income is always equivalent to one minimum wage, which at the time data were collected was US $270 per month.
“The retirement income is always equivalent to one minimum wage, which at the time data were collected was US $270 2 per month [30].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Gereffi, G., and Korzeniewicz, M. (1994). Commodity Chains and Global Capitalism, Praeger Publishers. source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningInvesting in diversified production provides access to nutritious food and does not expose the producer to economic crashes, for example, in case a disease affects commercial products, not only reducing production, but also closing markets.
“However, investing in diversified production provides access to nutritious food, and does not expose the producer to economic crashes, for example, in case a disease affects commercial products, not only reducing production, but also in closing markets.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningLike contract farmers around the world, the smallholders in the study sample arguably maintain a tenuous link to the land they own, and are subject to a form of land grab now endemic to global production networks.
“Thus, like contract farmers around the world, the smallholders in our study sample arguably maintain a tenuous link to the land they own, and, as such, are subject to a form of land grab now endemic to global production networks.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationDuring this evolution, soybeans utilized more hectares in Northern Mato Grosso, while cattle expanded toward the so-called arc of deforestation.
“During this evolution, soybeans utilized more hectares in Northern Mato Grosso, while cattle expanded toward the so-called arc of deforestation [36].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Margulis, S. (2004). Causes of Deforestation of the Brazilian Amazon, World Bank. source
May combine two claims.
InterpretationreasoningCredit for cattle is meant to stimulate the dairy sector, but smallholders have discovered that calving operations aimed at beef production provide a greater return.
“Credit for cattle is meant to stimulate the dairy sector, but smallholders have discovered that calving operations aimed at beef production provide a greater return.”
Quote in the paperSubstantial claim- Rests on an assumption: Credit given for SP livestock was originally meant for milk production.
May combine two claims.
InterpretationreasoningThe cattle economy has provided smallholders a modicum of accumulation but contradicts the principle of sustainability as originally conceived by both the social movements and the Brazilian government.
“This economic consequence, although it has provided smallholders a modicum of accumulation, contradicts the principle of sustainability, as originally conceived by both the social movements and the Brazilian government.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningFood security concerns stem from exposure to the vagaries of the market, as food insecurity can result from a market crash.
“In this process, food security concerns stem from exposure to the vagaries of the market, as food insecurity can result from a market crash.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningMistakes of the past are amplified at the present time by the provision of credits favoring cattle acquisition, and stimulating more deforestation than might otherwise be the case, given the extensive nature of ranching.
“Mistakes of the past are amplified at the present time by the provision of credits favoring cattle acquisition, and stimulating more deforestation than might otherwise be the case, given the extensive nature of ranching.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenNewly available transfer payments (e.g., bolsa-família) have helped build the smallholder cattle economy by reducing the supply of rural labor, critical for the implementation and maintenance of diversified farm systems with intensified production.
“Newly available transfer payments (e.g., bolsa-família) have also helped build the smallholder cattle economy by reducing the supply of rural labor, critical for the implementation and maintenance of diversified farm systems with intensified production.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe smallholders in the sample find the opportunity costs of both diversified farming and dairy production to be too high, given the good prices and sure market for calves that have in all likelihood resulted from Brazil's emergence on the world stage as a premier beef supplier.
“Although they do not express it this way, the smallholders in our sample find the opportunity costs of both diversified farming and dairy production to be too high, given the good prices and sure market for calves that have in all likelihood resulted from Brazil's emergence on the world stage as a premier beef supplier.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningCredit availability meant to help smallholders might reduce the numbers of family farms and potentially open the door to land concentration.
“In other words, credit availability meant to help smallholders might reduce the numbers of family farms, and potentially open the door to land concentration.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe substitution of cattle herds for diversified agriculture exposes smallholders to price fluctuation affecting any monocultural system.
“Second, the substitution of cattle herds for diversified agriculture exposes smallholders to price fluctuation affecting any monocultural system.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe importance of cattle to smallholders in Southeastern Pará (and Amazonia more generally) has a basis in the failure of government to adequately vet regional market opportunities in the settlement formation process, which requires federal approval of the PDA.
“The importance of cattle to smallholders in Southeastern Pará (and Amazonia more generally) has a basis in the failure of government to adequately vet regional market opportunities in the settlement formation process, which requires federal approval of the PDA.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The six settlement projects in Southeastern Pará are representative of agrarian reform settlements in the Brazilian Amazon, so findings from them can be generalized to Amazonian smallholders in SPs.
“The case of Southeastern Pará provides a natural laboratory for investigating such phenomena, which the article considers through the presentation of data from field research conducted in the region over the past decade.”
“The study sites include six SPs in three municipalities located in Southeastern Pará, which corresponded to a subset of sites visited during the Simmons-led, NSF-supported project in 2006 that resulted in the collection of extensive surveys on household characteristics and agronomic activities of residents [4].”
The paper relies on this without support.
Smallholders' self-reported survey responses about production, income, and expenditures are accurate.
“The data presented here are from the 2011 fieldwork, which queried respondents about agricultural involvement and productivity measures from the previous year (2010).”
The paper relies on this without support.
An economically viable carbon sequestration project requires an area of at least 1000 hectares.
“For instance, an economically viable project for carbon sequestration requires an area of at least 1000 hectares”
The paper relies on this without support.
Credit given for SP livestock was originally meant for milk production.
“It is important to recall that credit given for SP livestock was originally meant for milk production”
The paper relies on this without support.
Modern slaughterhouses only buy in truck-lots of at least 18 animals.
“modern slaughterhouses, highly capitalized and corporate, only buy in truck-lots of at least 18 animals”
The paper relies on this without support.
Cooperative formation has proven to be a challenge in the SPs located in this region and elsewhere.
“Although not impossible, cooperative formation has proven to be a challenge in the SPs located in this region and elsewhere.”
The paper relies on this without support.
The Brazilian Company JBS possesses five of the region's slaughterhouses.
“the Brazilian Company JBS, which is today the world's largest meat-processing corporation, possesses five of the region's slaughterhouses.”
The paper relies on this without support.
JBS acquired Swift & Company in 2007, Smithfield Foods in 2008, and Pilgrim's Pride in 2009.
“Its record of corporate buyouts includes the acquisition of the formerly US-held businesses Swift & Company in 2007, Smithfield Foods in 2008, and Pilgrim's Pride in 2009.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In addition to a livelihood, cattle ranching has become an activity involved in land grabbing (grilagem) and land speculation.
“Thus, in addition to a livelihood, cattle ranching has become an activity involved in land grabbing (grilagem) and land speculation (Bowman et al., 2012;Pereira et al., 2016).”
From Making deforestation risk visible. Discourses on bovine leather supply chain in Brazil (2020) · cites this paper as Pereira et al., 2016
Section 1.1, “Cattle and Agrarian Reform,” links cattle ranching to violent appropriation of smallholders’ land by largeholders. The Conclusions also describe a possible form of land grab through exploitative cattle-production contracts. The paper supports the livelihood and land-grabbing aspects, but the passages do not establish land speculation or specifically identify the practice as grilagem. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Crop-sale participation conflicts with Table 5
MajorThe results say an estimated 7% sold crop production, but Table 5 records crop-sale income for 30 of the 104 households (29%) in the same year.
“An estimated 7 percent indicated that they sold limited production”
“| Crop Sales | 1291 (3279) | 0 | 18,000 | 30 (29%) |”
Off-farm job participation percentage is incorrect
MinorTable 5 reports 37 households with off-farm jobs out of 104, which is 35.6%, not 30%. The text repeats the 30% figure.
Reported 30 · recomputed 35.576923
“| Off-farm Jobs 1 | 4004 (7773) | 0 | 37,200 | 37 (30%) |”
Calf-income participation percentage is incorrect
MinorTable 5 reports 65 households with calf income out of 104, which is 62.5%, not the stated 60%.
Reported 60 · recomputed 62.5
“| Calves | 2377 (3477) | 0 | 27,000 | 65 (60%) |”
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- Authors
- Pereira, R., Simmons, C., & Walker, R.
- Affiliations
- University of Wisconsin–Madison (US)
- University of Florida (US)
- Corresponding author
- Pereira, Ritaumaria
- Venue
- Land
- Publisher
- MDPI AG
- Published
- 2016-07-07
- Volume
- 5
- Issue
- 3
- Pages
- 24
- ISSN
- 2073-445X (ISSN-L)
- OpenAlex
- W2469690736
- Semantic Scholar
- e989ab7e78a89affcc5dead9a44d517db2d0c144
- Cited by
- 36
- References
- 23
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 2 · 2023: 1 · 2022: 5 · 2021: 8 · 2020: 6 · 2019: 5 · 2018: 2 · 2017: 2 · 2016: 1
- FWCI
- 10.88
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Land (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Science Foundation (0522062, 1541489)
- Topics
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agriculture, Land Use, Rural Development
- Physical Sciences › Environmental Science › Management, Monitoring, Policy and Law › Rural Development and Agriculture
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Land Rights and Reforms
- Keywords
- smallholder farming, land reform, cattle ranching, globalization, Brazilian Amazon, southeastern Pará, diversified farming, social movements, contract farming, land grabbing, multinational corporations, calves, terms of trade, livelihood systems, global production networks, environmental degradation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-03.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-03.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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