Cited by 127Marine and fisheries researchAnimal Behavior and ReproductionFish Ecology and Management Studies

Evolutionary and ecological constraints of fish spawning habitats

Open access
Ciannelli, Lorenzo, Bailey, Kevin, Olsen, Esben Moland·2015·ICES Journal of Marine Science

Abstract

For marine fish, the choice of the spawning location may be the only means to fulfil the dual needs of surviving from the egg to juvenile stage and dispersing across different habitats while minimizing predation and maximizing food intake. In this article, we review the factors that affect the choice of fish spawning habitats and propose a framework to distinguish between ecological and evolutionary constraints. We define the former as the boundaries for phenotypically plastic responses to environmental change, in this case the ability of specific genotypes to change their spawning habitat. Processes such as predation, starvation, or aberrant dispersal typically limit the amount of variability in spawning habitat that fish may undergo from 1 year to the next, and thus regulate the intensity of ecological constraints. Evolutionary constraints, on the other hand, refer to aspects of the genetic make-up that limit the rate and direction of adaptive genetic changes in a population across generations; that is, the potential for micro-evolutionary change. Thus, their intensity is inversely related to the level of genetic diversity associated with traits that regulate spawning and developmental phases. We argue that fisheries oceanographers are well aware of, and more deeply focused on, the former set of constraints, while evolutionary biologists are more deeply focused on the latter set of constraints. Our proposed framework merges these two viewpoints and provides new insight to study fish habitat selection and adaptability to environmental changes.

AI snapshot

Written from the paper’s full text.

TL;DR

This review proposes an eco-evolutionary framework distinguishing ecological constraints (limits on phenotypically plastic spawning-habitat shifts) from evolutionary constraints (genetic limits on adaptive change across generations). It argues that spawning habitats are not ephemeral and that both constraint types must be considered to understand fish spawning distributions and adaptability to environmental change.

Key findings

  • Ecological constraints are driven by present/local environment and limit plastic responses via predation, starvation, competition, and dispersal; evolutionary constraints arise from species evolutionary history and limit genetic adaptation, with intensity inversely related to genetic diversity in spawning/developmental traits.
  • Spawning habitats are not ephemeral: fish show natal or repeated homing and high spawning-site fidelity, while other habitats such as feeding grounds can be more plastic. In walleye pollock, egg distribution is spatially constrained compared with older stages, whose spatial range increases and consistency decreases.
  • Case examples show contrasting plasticity: Pacific sardine spawning-centre latitude was significantly related to water temperature (linear regression, p = 0.008, R² = 0.265) and MEI (p = 0.003, R² = 0.331), whereas Atlantic herring larvae and walleye pollock eggs showed no significant relationship between spawning-centre latitude/longitude and water temperature.
  • The framework groups species into four categories: low ecological/low evolutionary constraint (small pelagics), low ecological/high evolutionary constraint (large pelagics such as bluefin tuna), high ecological/low evolutionary constraint (gadids and herring), and high ecological/high evolutionary constraint (slope-spawning species such as rockfish and large-bodied flatfish).

Methods

  • Conceptual review and proposed framework, not a systematic review or meta-analysis; it uses reaction norms and spawning envelopes to distinguish phenotypic plasticity from evolutionary adaptation.
  • Scope is marine fish with pelagic embryonic or postembryonic development and dispersing early life stages from temperate and Subarctic systems in the Atlantic and Pacific Oceans; the authors propose expanding the concepts to other reproductive strategies and habitats.
  • Case examples use existing survey data: walleye pollock eggs from AFSC ichthyoplankton surveys (1979, 1986, 1988, 1991–2006) and older stages from AFSC groundfish surveys (1982–2011); Pacific sardine eggs from CalCOFI (February–April, 1951–2011, excluding uneven-sampling years) with temperature from 0–20 m; Atlantic herring larvae from ICES collections (1976–1990, August–November); and walleye pollock eggs from the western Gulf of Alaska (1981–2010). Analyses include generalized additive models with location and time covariates and linear regressions of spawning-centre position on temperature or MEI.

Limitations

  • Stated: the review focuses on fish with pelagic embryonic/postembryonic development and dispersing early life stages from temperate and Subarctic Atlantic and Pacific systems; the authors propose extending similar concepts to species with other reproductive strategies and habitats.
  • Evident from the text: the framework is conceptual and the case examples are selective rather than a systematic test; evolutionary constraints are inferred partly from among-population variation assumed to have a genetic basis.
  • Evident from the text: some case analyses exclude years with uneven sampling coverage, and the herring and pollock temperature relationships were not significant, limiting inference from those examples.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1093/icesjms/fsu145

Cites

104 of 104 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

32 of 97 cited sources checked · 14 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    For bluefin tuna in the North Atlantic, spawning is limited to the Gulf of Mexico and Mediterranean Sea.

    “For bluefin tuna in the North Atlantic, tuna spawning is limited to the Gulf of Mexico and Mediterranean Sea (Muhling et al., 2013).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Muhling et al., 2013 source

      The Discussion identifies the Gulf of Mexico and Mediterranean Sea as two major spawning grounds, but says larvae have also been collected elsewhere. It specifically reports evidence of some spawning activity in the far western Caribbean Sea, contrary to the claim that spawning is limited to those two areas. Page numbers are not provided in our copy. (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Premisecitation

    Fish spawning in specific locales have been observed to repeat spawning there.

    “Fish spawning in specific locales have been observed to repeat spawning there.”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Cury, 1994 source
    • cites Thorrold et al., 2001 source
    • cites Corten, 2002 source

      Searches for spawning-site fidelity, spawning grounds, and returns to the same areas found no passage from the paper’s body. The only matching text was labeled Abstract, which cannot serve as evidence under this audit’s rules. (LLM, conf=0.70)

      Experimental — accuracy not yet measured
  • Premisecitation

    Temperate and Subarctic fish species are sometimes characterized by long pelagic larval duration and extensive larval drift.

    “Temperate and Subarctic fish species, for example, are sometimes characterized by long pelagic larval duration and extensive larval drift (Bradbury et al., 2008).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Bradbury et al., 2008 source

      The Results and Discussion (sections 3–4; page unavailable) associate longer pelagic larval duration in marine fishes with higher latitude, and the Discussion supports increased dispersal in temperate species. The paper does not establish extensive larval drift in Temperate or Subarctic fish; it cautions that longer larval duration may not translate into dispersal. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Interpretationcitation

    School formation in pelagic fish has the clear advantage of favouring mate encounters.

    “School formation in pelagic fish is typically considered an antipredation (Pitcher, 1986) or a navigational (Couzin et al., 2005) strategy, but it also has the clear advantage of favouring mate encounters.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Pitcher, 1986 source
    • cites Couzin et al., 2005 source
  • Premisecitation

    An Atlantic herring population spawns in every month of the year.

    “There is in fact an Atlantic herring population spawning in every month of the year, and over a wide range of salinity (Gaggiotti et al., 2009) and temperature (Oeberst et al., 2009).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Gaggiotti et al., 2009 source
    • cites Oeberst et al., 2009 source

      The available indexed passages identify a study of herring larval growth across 5–20°C, but do not address whether an Atlantic herring population spawns in every month of the year. Searches for year-round spawning and spawning months found no passage establishing that claim. In the citing sentence, the Oeberst citation is attached to temperature rather than the every-month assertion. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • May combine two claims. 50
  • Classified as probably not a substantial claim. 16
  • The quote only partly states this claim. 1
  • May combine two claims.

    Premisecitation

    To spawn, all tuna species return to tropical or subtropical locations, which are typically oligotrophic and warm.

    “However, to spawn, all tuna species return to tropical or subtropical locations, which are typically oligotrophic and warm (Sund et al., 1981;Reglero et al., 2014).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Sund et al., 1981

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Reglero et al., 2014 source
  • May combine two claims.

    Premisecitation

    Fish use geographic clues or environmental cues as a guiding compass to reach spawning locations year after year, but they may also learn spawning routes through social facilitation.

    “Fish use these geographic clues or environmental cues as a guiding compass to reach spawning locations year after year, but they may also learn spawning routes through social facilitation (Cury, 1994;Corten, 2002).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Cury, 1994 source
    • cites Corten, 2002 source

      No passage from our copy addresses geographic or environmental cues guiding fish to spawning locations, or social learning of spawning routes. Searches for spawning grounds, environmental cues, social learning, and learned migration routes returned no relevant passage; the only returned text was bibliographic metadata listing “Learning” as a keyword. (LLM, conf=0.70)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Attachment to a specific spawning site is only expressed at the time of spawning, while there is more plasticity and opportunistic behaviour in the choice of other important habitats, such as feeding grounds and, for some species, the juvenile nursery habitat.

    “Yet, this remarkable attachment to a specific site is only expressed at the time of spawning, while there seems to be more plasticity and opportunistic behaviour when it comes to the choice of other important habitats, such as feeding grounds and, for some species, the juvenile nursery habitat (Petitgas et al., 2012).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Petitgas et al., 2012 source

      Split into 2 atoms — 0 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 2 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationcitation

    The migration hypothesis was first developed for marine invertebrates but bears an appealing analogy to fish life histories.

    “The hypothesis was first developed for marine invertebrates but it bears an appealing analogy to fish life histories as well (Strathmann et al., 2002).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Strathmann et al., 2002

      In “Hypothesized Functions of Migration” (page unavailable), the paper describes the pelagic larval period as a possible migration away from and back to the bottom and says the same hypotheses apply to larval migration from estuaries and reefs. It also discusses fish larvae elsewhere, supporting the analogy to fish life histories. Our copy does not establish that the hypothesis was first developed for marine invertebrates. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Two spawning locations for North Atlantic bluefin tuna are in the Mediterranean Sea and the Gulf of Mexico.

    “Mediterranean Sea and in the Gulf of Mexico (Muhling et al., 2013).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Muhling et al., 2013 source
  • May combine two claims.

    Premisecitation

    Fish can navigate thousands of kilometres to reach the exact same site in which they were born (natal homing) or had previously spawned (repeated homing).

    “Fish can navigate thousands of kilometres to reach the exact same site in which they were born (natal homing, Cury, 1994;Thorrold et al., 2001) or had previously spawned (repeated homing, Corten, 2002;Skjæraasen et al., 2011).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Cury, 1994 source
    • cites Thorrold et al., 2001 source
    • cites Corten, 2002 source

      The indexed Abstract (page unavailable) says herring return to the same spawning areas each year, supporting the repeated-homing part attributed to Corten. It does not establish journeys of thousands of kilometres or returns to the exact same site, rather than the same area. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Interpretationcitation

    Factors that contribute to the selection of a spawning location are many and complex, and depend on constraints that affect fish throughout their entire life cycle, not only the larval stage.

    “Thus, factors that contribute to the selection of a spawning location are many and complex, and depend on constraints that affect fish throughout their entire life cycle, not only the larval stage (Claydon, 2004;McNamara and Houston, 2008).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Claydon, 2004

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites McNamara and Houston, 2008 source

      The “Timing of breeding” section describes breeding decisions as depending on several ecological and physiological factors, including food for young and the parent’s condition. The “Migratory journey” section also describes effects that carry from one part of the annual cycle into another. These passages support the broader point that reproduction is not determined solely by conditions for young, but they do not address how fish select spawning locations or distinguish larval from other fish life stages. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    All members of the Scombridae family have an exceptionally fast development of the digestive and visual sensory systems, developmental traits that allow them a fast track toward piscivory.

    “It is interesting that all members of the Scombridae family have an exceptionally fast development of the digestive and visual sensory systems (Tanaka et al., 1996;Morote et al., 2008), developmental traits that allow them a fast track toward piscivory.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Tanaka et al., 1996

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Morote et al., 2008 source

      The Diet and selectivity section (p. 10) reports precocious digestive systems in some early-piscivorous scombrids, but describes Auxis rochei as intermediate between zooplanktivory and piscivory. The Vision enhancement section (p. 11) links improved vision and digestive development to a shift toward larger prey in A. rochei. Neither passage establishes exceptionally fast development of both systems in all Scombridae or a fast track to piscivory for every member. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Similar mechanisms have been proposed for the spawning of European anchovy in the Mediterranean and in the Bay of Biscay.

    “Similar mechanisms have been proposed also for the spawning of European anchovy in the Mediterranean (Agostini and Bakun, 2002) and in the Bay of Biscay (Bellier et al., 2007;Planque et al., 2007).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Agostini and Bakun, 2002 source
    • cites Bellier et al., 2007 source
    • cites Planque et al., 2007 source
  • May combine two claims.

    Premisecitation

    In the ocean, concentration mechanisms are common around mesoscale fronts, eddies and upwelling jets, persistent thin layers, or following periods of relatively calm conditions.

    “In the ocean, concentration mechanisms are common around mesoscale fronts, eddies and upwelling jets (Bakun, 2006), persistent thin layers (Cowles et al., 1998), or following periods of relatively calm conditions (Lasker, 1975).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Bakun, 2006 source

      The Ocean Fronts section describes convergence that concentrates organisms, and the Mesoscale Eddies section describes concentration near convergent eddy interiors or edges. These support the portions attributed to Bakun about fronts and eddies. The passages do not establish concentration around upwelling jets specifically; the thin-layer and calm-condition clauses are attributed to other sources. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites Cowles et al., 1998 source
    • cites Lasker, 1975

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Adult individuals of the Barents Sea cod stock migrate to the Vestfjorden near the Lofoten Islands along the west coast of Norway to spawn, but once there, they select their spawning site based on local temperature and salinity cues, that orient them within the Norwegian Coastal Current.

    “For example, adult individuals of the Barents Sea cod stock migrate to the Vestfjorden near the Lofoten Islands along the west coast of Norway to spawn (Sundby and Nakken, 2008), but once there, they select their spawning site based on local temperature and salinity cues, that orient them within the Norwegian Coastal Current (Ellersten et al., 1989).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Sundby and Nakken, 2008 source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites Ellersten et al., 1989

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    In general, plastic changes are expected to shift the phenotype along the reaction norm while evolutionary changes will shift the shape or position of the underlying reaction norm itself.

    “In general, plastic changes are expected to shift the phenotype along the reaction norm while evolutionary changes will shift the shape or position of the underlying reaction norm itself (Hutchings, 2011).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Hutchings, 2011 source
  • May combine two claims.

    Premisecitation

    Such changes facilitate ecological transitions and allow individuals to inhabit a variety of habitats during their ontogeny, but they also constrain their distribution and the timing of arrival to these habitats.

    “Such changes facilitate ecological transitions and allow individuals to inhabit a variety of habitats during their ontogeny (McMenamin and Parichy, 2013), but they also constrain their distribution and the timing of arrival to these habitats.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites McMenamin and Parichy, 2013 source
  • May combine two claims.

    Premisecitation

    Atlantic cod fits in this category, having a high scope for local adaptations but limited scope for phenotypic plasticity.

    “Atlantic cod also fits in this category, having a high scope for local adaptations (Knutsen et al., 2003;Olsen et al., 2008Olsen et al., , 2009)).”
    • Also stated in: § Fish spawning habitats · plain
      “but limited scope for phenotypic plasticity.”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Knutsen et al., 2003 source
    • cites Olsen et al., 2008 source

      The Discussion (page not provided) finds fine-scale differences in coastal cod life histories indicative of a genetic component, supporting the possibility of local adaptation. It does not establish a high scope for adaptation or limited phenotypic plasticity; the Discussion instead reports that plasticity influences cod maturation. The verbatim citing sentence does not explicitly make the limited-plasticity claim. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Olsen et al., 2009 source
  • May combine two claims.

    Premisecitation

    Single populations of Atlantic herring have limited plasticity because they have demersal eggs and are dependent on landscape and vegetation for the survival of the eggs.

    “For example, single populations of Atlantic herring have limited plasticity because they have demersal eggs and are dependent on landscape and vegetation for the survival of the eggs (Figure 5, Petitgas et al., 2012).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Petitgas et al., 2012 source

      The Discussion (page unavailable) mentions Atlantic herring populations as examples of persistent, self-recruiting populations, but does not assess their plasticity or explain egg survival. Searches for demersal eggs, vegetation, spawning substrate, and herring plasticity found no passage addressing the claimed dependence on landscape and vegetation. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Bluefin tuna has high plasticity of spawning site, which is environmentally selected, but limited scope for adaptations at a taxon level.

    “Bluefin tuna on the other hand has high plasticity of spawning site, which is environmentally selected (Reglero et al., 2012), but limited scope for adaptations at a taxon level.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Reglero et al., 2012 source
  • May combine two claims.

    Premisecitation

    Pacific sardine in the southern California Current system shows a high degree of spawning flexibility, which is related to variations from El Niño to La Niña conditions and water temperature.

    “For example, Pacific sardine (Sardinops sagax) in the southern California current system shows a high degree of spawning flexibility, which is related to variations from the El Nin ˜o to La Nin ˜a conditions and water temperature (Figure 4; Weber and McClatchie, 2010;Song et al., 2012).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Weber and McClatchie, 2010 source

      The Introduction (page unavailable) describes substantial year-to-year variation in peak spawning locations, and the Sardine spawning habitat section links egg occurrence to water temperature and notes a salinity effect during El Niño events. The copy does not establish that sardine spawning flexibility is related to variation across the full El Niño–La Niña range; it does not identify a La Niña effect. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites Song et al., 2012 source
  • May combine two claims.

    Findingown data

    For walleye pollock, the spatial range of older stages increases and spatial consistency decreases.

    “In contrast, the spatial range of older pollock stages increases and spatial consistency decreases (Figure 1).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    For walleye pollock in the eastern Bering Sea, egg distribution, indicative of spawning habitats, is spatially constrained compared to other stages and over time is consistently located in the southeast region of the surveyed grid.

    “For the walleye pollock case study, egg distribution, indicative of spawning habitats, is spatially constrained compared to other stages, and over time is consistently located in the southeast region of the surveyed grid.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For Pacific sardine eggs in southern California, there is a significant relationship between the latitude of the spawning centre and water temperature (p=0.008, R2=0.265) and MEI (p=0.003, R2=0.331).

    “There is a significant relationship between the latitude of the spawning centre and water temperature (linear regression, p ¼ 0.008, R 2 ¼ 0.265) and MEI (linear regression, p ¼ 0.003, R 2 ¼ 0.331).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). The quote only partly states this claim.

    Findingnone given

    For walleye pollock eggs in the Western Gulf of Alaska, there is no significant relationship between the latitude and longitude of the spawning centre and water temperature.

    “There is not a significant relationship between the latitude and longitude of the spawning centre and water temperature.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Confronted with the choice of a pelagic or benthic development, pelagic development may be a valid alternative because it provides safety from predation, access to greater variety of food supplies and better oxygenation for the developing embryo and larvae.

    “Confronted with the choice of a pelagic or benthic development, the former may be a valid alternative, because it provides safety from predation, access to greater variety of food supplies and better oxygenation for the developing embryo and larvae (Strathmann, 1985).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Strathmann, 1985 source
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Processes such as predation, starvation, or aberrant dispersal typically limit the amount of variability in spawning habitat that fish may undergo from 1 year to the next, and thus regulate the intensity of ecological constraints.

    “Processes such as predation, starvation, or aberrant dispersal typically limit the amount of variability in spawning habitat that fish may undergo from 1 year to the next, and thus regulate the intensity of ecological constraints.”
    • Also stated in: § Ecological and evolutionary constraints · plain
      “Processes such as predation, starvation, or aberrant dispersal typically limit the amount of variability in spawning habitat that fish may undergo from 1 year to the next, and thus regulate the intensity of ecological constraints.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    The migration hypothesis states that the planktonic larvae of many marine invertebrates perform a migration into the plankton for feeding and safety.

    “The”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Strathmann, 1985 source
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

    Premisecitation

    Schaefer (2001) hypothesized that tuna spawning is constrained by larval development, which is very short compared with temperate species.

    “Schaefer (2001) hypothesized that tuna spawning is constrained by the larval development, which is very short compared with temperate species.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Schaefer, 2001 source
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    If feeding, predation, and dispersal constraints were the main factors affecting the selection of a spawning habitat, there would be an evolutionary pressure toward reducing the extent of highly vulnerable life-history stages by restricting the dispersal phase and the time to settlement, and spawning habitats would ultimately be located near juvenile settlement areas and larval development wouldbe

    “If feeding, predation, and dispersal constraints were the main factors affecting the selection of a spawning habitat, there would be an evolutionary pressure toward reducing the extent of highly vulnerable life-history stages (i.e. the pelagic larval duration) by restricting the dispersal phase and the time to settlement-spawning habitats would ultimately be located near the juvenile settlement a”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The most primitive tuna genera (Auxis, Katsuwonus) are confined to tropical waters while the most evolved genus (Thunnus) can occupy temperate environments.

    “The most primitive genera (e.g.Auxis, Katsuwonus) are confined to tropical waters while the most evolved genus (Thunnus) can occupy temperate environments (Collette et al., 2001).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Collette et al., 2001 source
  • May combine two claims.

    Premisecitation

    In the Pacific Ocean, bluefin tuna only spawn in the western boundary region, which is warmer than the eastern boundary.

    “In the Pacific Ocean, bluefin tuna (Thunnus orientalis) only spawn in the western boundary region, which is warmer than the eastern boundary (Sund et al., 1981).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sund et al., 1981

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Fisheries oceanographers are more deeply focused on ecological constraints, while evolutionary biologists are more deeply focused on evolutionary constraints.

    “We argue that fisheries oceanographers are well aware of, and more deeply focused on, the former set of constraints, while evolutionary biologists are more deeply focused on the latter set of constraints.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    A corollary of the migration hypothesis is that while ocean conditions are permissive of pelagic and dispersing larval stages, dispersal itself is not the primary cause for why fish have a planktonic early life-history stage.

    “A corollary of this hypothesis is that while ocean conditions are permissive of pelagic and dispersing larval stages, dispersal itself is not the primary cause for why fish have a planktonic early life-history stage.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    For marine fish, the choice of the spawning location may be the only means to fulfil the dual needs of surviving from the egg to juvenile stage and dispersing across different habitats while minimizing predation and maximizing food intake.

    “For marine fish, the choice of the spawning location may be the only means to fulfil the dual needs of surviving from the egg to juvenile stage and dispersing across different habitats while minimizing predation and maximizing food intake.”
    • Also stated in: § Introduction · hedged
      “In this context, the location of the spawning habitat may be the only means that fish have to fulfil various needs including that of surviving from the egg to juvenile stage and dispersing across different habitats while minimizing predation and maximizing food intake.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    The locations where fish spawn are either fixed in geographical or in environmental coordinates.

    “The locations where fish spawn are either fixed in geographical or in environmental coordinates.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S1 (asserted).

    Interpretationcitation

    In tuna, the choice of spawning habitat is not unbounded, but constrained by the need to quickly move across developmental phases.

    “This hypothesis adds an evolutionary perspective to the choice of spawning location because it implies that in tuna the choice of spawning habitat is not unbounded, but constrained by the need to quickly move across developmental phases.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Several fish species follow the strategy of short pelagic larval duration and spawning near juvenile settlement areas, but many others do not.

    “Several fish species seem to follow this strategy (e.g.tropical or coastal fish species with short pelagic larval duration), but many others do not.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    High site fidelity during spawning allows fish to place their offspring in the same location or set of environmental conditions of the parental or sibling generations, and therefore has fitness consequences.

    “High site fidelity during spawning allows fish to place their offspring in the same location or set of environmental conditions of the parental or sibling generations, therefore, has fitness consequences.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The first spawning strategy (local retention and self-recruitment) is common among tropical and subtropical fish but with increasing evidence also in species residing in temperate and Subarctic systems.

    “The first spawning strategy is common among tropical and subtropical fish (Jones et al., 2005;Cowen et al., 2006;Almany et al., 2007;Planes et al., 2009) but with increasing evidence also in species residing in temperate and Subarctic systems (Miller and Shanks, 2004;Ciannelli et al., 2010).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Jones et al., 2005 source
    • cites Cowen et al., 2006 source
    • cites Almany et al., 2007 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The member-vagrant hypothesis links recruitment variability with advective losses during the dispersal phase.

    “This was in fact the premise of the”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sinclair, 1998

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisereasoning

    At the onset of spring and summer upwelling-favourable winds, larvae are transported southward through the California Current and can reduce offshore transport by residing deeper in the water column.

    “At the onset of spring and summer upwelling-favourable winds, larvae are transported southward through the California Current and, by residing deeper in the water column, can reduce offshore transport.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Once they enter the spawning grounds of the western Mediterranean, bluefin tuna have undeveloped ovaries, but within a few weeks the ovary increases fourfold in mass.

    “Once they enter the spawning grounds of the western Mediterranean, bluefin tuna have undeveloped ovaries, but within a few weeks the ovary increases fourfold in mass (Medina et al., 2002;Abascal and Medina, 2005).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Medina et al., 2002 source
    • cites Abascal and Medina, 2005 source
  • May combine two claims.

    Interpretationcitation

    Fish that have a simpler social structure and travel solitarily have to either develop a strong sensory system allowing for distant mate recognition and/or have strong spawning-site fidelity to facilitate mate encounters.

    “At the opposite extreme, fish that have a simpler social structure and travel solitarily have to either develop a strong sensory system allowing for distant mate recognition (e.g.eels, Huertas et al., 2008) and/or have strong spawning-site fidelity to facilitate mate encounters.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Huertas et al., 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationcitation

    Fish species that conform to the strategy of converging in well-established geographic regions and within a brief temporal window (e.g. anadromous salmonids) are expected to have strong navigational abilities, innate homing behaviour, and their spawning areas are likely to be less sensitive to environmental variation.

    “Fish species that conform to this strategy (e.g.anadromous salmonids) are expected to have strong navigational abilities (Putman et al., 2014), innate homing behaviour, and their spawning areas are likely to be less sensitive to environmental variation.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Putman et al., 2014 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Good reproductive areas require enrichment, concentration, and retention processes, the ocean triads hypothesis.

    “A notable exception is that of Bakun (2009) for the”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Bakun (2009)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    These offshore species typically release their larvae or eggs during winter, after which eggs are transported northward through the inshore countercurrent and inshore by downwelling-favourable winds.

    “These species typically release their larvae or eggs during winter, after which eggs are transported northward through the inshore countercurrent (Shanks and Eckert, 2005) and inshore by downwelling-favourable winds (Parish et al., 1981).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Shanks and Eckert, 2005 source
    • cites Parish et al., 1981

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Several more recent studies have shown that Atlantic herring has a diverse genetic structure and array of life-history strategies, some of which include long-distance dispersal between nursery and spawning grounds.

    “However, several more recent studies have shown that Atlantic herring has a diverse genetic structure (Bekkevold et al., 2005;Gaggiotti et al., 2009) and array of life-history strategies (Haegele and Schweigert, 1985;Geffen, 2009), some of which include long-distance dispersal between nursery and spawning grounds (Hamre, 1990;Huse et al., 2010).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Bekkevold et al., 2005 source
    • cites Gaggiotti et al., 2009 source
    • cites Haegele and Schweigert, 1985 source
  • May combine two claims.

    Premisecitation

    Common circulation patterns targeted by spawning adults are coastal currents, slope currents, surface branches of subtropical gyres, or undercurrents.

    “Common circulation patterns targeted by spawning adults are coastal currents (e.g.walleye pollock in the Gulf of Alaska, Kendall et al., 1996), slope currents (e.g.slope-spawning flatfish, Bailey et al., 2008;Sohn et al., 2010), surface branches of subtropical gyres (e.g.eels, Schabetsberger et al., 2013), or undercurrents (e.g.Pacific hake, Bailey and Francis, 1985).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Kendall et al., 1996 source
    • cites Bailey et al., 2008 source
    • cites Sohn et al., 2010 source
  • May combine two claims.

    Premisecitation

    In offshore habitats characterized by seasonally varying alongshore currents, fish species are mostly live-bearing and pelagic broadcast spawners with a relatively long pelagic larval duration spanning at least two contrasting oceanographic seasons.

    “In offshore habitats, which are characterized by seasonally varying alongshore currents, fish species are mostly live-bearing (e.g.Sebastes spp.) and pelagic broadcast spawners (e.g.slope-dwelling flatfish species), with a relatively long pelagic larval duration, spanning over at least two contrasting oceanographic seasons.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Fish that adopt either or both of these strategies may not necessarily be constrained to a specific geographic location to mate, but would still depend on a suite of favourable environmental conditions.

    “Fish that adopt either or both of these strategies may not necessarily be constrained to a specific geographic location to mate, but would still depend on a suite of favourable environmental conditions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    Subarctic fish species may be equally constrained by adult physiology, for example by being more dependent on seasonal warming events and light conditions, leading to a shortened spawning season.

    “Subarctic species may be equally constrained by adult physiology, for example by being more dependent on seasonal warming events and light conditions, leading to a shortened spawning season.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The deep-sea anglerfish example illustrates two effective strategies to facilitate mate encounter: permanent proximity to the mate and highly capable sensory systems.

    “The deep-sea anglerfish example illustrates two effective strategies to facilitate mate encounter, namely permanent proximity to the mate and highly capable sensory systems.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Atlantic bluefin tuna has very high fecundity (90 oocytes per gram) and asynchronous ovarian development, whereby all different stages of oocyte maturation are found at any given time in the ovary.

    “For example, Atlantic bluefin tuna has very high fecundity ( 90 oocytes per gram) and asynchronous ovarian development, whereby all different stages of oocyte maturation are found at any given time in the ovary (Medina et al., 2002).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Medina et al., 2002 source
  • May combine two claims.

    Premisenone given

    Enrichment via upwelling fuels primary and secondary production, which in turn provides food biomass for developing larvae.

    “Enrichment, for example via upwelling, fuels primary and secondary production, in turn providing food biomass for developing larvae.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Large-bodied slope-spawning flatfish have long larval drift pathways and geographically constrained spawning and nursery habitats.

    “Large-bodied, slopespawning flatfish, for example, fall into this latter group of fish, having long larval drift pathways and geographically constrained spawning and nursery habitats (Bailey et al., 2008;Sohn et al., 2010).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Bailey et al., 2008 source
    • cites Sohn et al., 2010 source
  • May combine two claims.

    Interpretationreasoning

    Fish with high spawning plasticity (Groups A and B) are not geographically constrained to a spawning area or to a nursery habitat; they select reproductive locations based on environmental cues and thus have the potential to follow environmental gradients.

    “Fish with high spawning plasticity (Groups A and B) are not geographically constrained to a spawning area or to a nursery habitat.Rather they select reproductive locations based on environmental cues and thus have the potential to follow environmental gradients.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Flatfish typically have an extensive dispersal phase, during which the larvae undergo radical morphological and behavioural changes.

    “They typically have extensive dispersal phase, during which the larvae undergo radical morphological (e.g.asymmetry, eye migration, cranial bones, and pigmentation) and behavioural (e.g.swimming posture) changes (Schreiber, 2013).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Duffy-Anderson et al., 2014 source
    • cites Schreiber, 2013 source
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Evolutionary constraints, inherent in the species evolutionary history, limit the degree of such adaptations.

    “Evolutionary constraints, inherent of the species evolutionary history, limit the degree of such adaptations.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Reaching favourable settlement grounds can constrain fish spawning habitats, particularly in species that have highly specialized habitat requirements during the postsettlement phase.

    “Reaching favourable settlement grounds can constrain fish spawning habitats, particularly in species that have highly specialized habitat requirements during the postsettlement phase.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Both the herring and walleye pollock examples conform to the third strategy, having high scope for genetic adaptability but limited scope for phenotypic plasticity.

    “Both of these examples conform to the third strategy (Figure 3c), having high scope for genetic adaptability but limited scope for phenotypic plasticity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationreasoning

    To overcome these limits, fish have to evolve and therefore change their genotypic distributions, a process referred to as spawning adaptability.

    “To overcome these limits, fish have to evolve and therefore change their genotypic distributions, a process that we refer to as spawning adaptability.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The similarity of environmental spawning requirements across basins indicates an overall reduced diversity of species spawning strategies and high evolutionary constraint to the choice of spawning habitats.

    “indicating an overall reduced diversity of species spawning strategies and high evolutionary constraint to the choice of spawning habitats (Figure 3b).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Atlantic bluefin tuna spawning occurs only in two basins, the Mediterranean and the Gulf of Mexico.
  • May combine two claims.

    Interpretationreasoning

    In this framework, ecological constraints set the outer limits for plastic changes, while evolutionary constraints limit the shape and position of the reaction norm, that is, how it may potentially evolve.

    “Specifically, ecological constraints set the outer limits for plastic changes, while evolutionary constraints limit the shape and position of the reaction norm, that is, how it may potentially evolve (Figure 2).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given

    Spawning location is the anchor of a fish's spatial distribution and therefore affects the degree to which species can respond to environmental variability by changing their habitats.

    “Spawning location is the anchor of a fish's spatial distribution, and will therefore affect the degree to which species can respond to environmental variability by changing their habitats.”
    Quote in the paperNot a substantial claim
61 of 61
  • The paper relies on this without support.

    Most marine bony fish species have external fertilization and gather year after year in large aggregations within a concentrated spawning ground.

    “Most marine bony fish species have external fertilization, and to breed they gather year after year, often in large aggregations within a concentrated area-the spawning ground.”
  • The paper relies on this without support.

    Most fish have to complete pelagic embryonic and/or postembryonic development while drifting with the prevailing currents.

    “On one side, like many marine invertebrates, most fish have to complete pelagic embryonic and/or postembryonic development while drifting with the prevailing currents.”
  • The paper relies on this without support.

    Unlike many marine invertebrates, fish have to spatially close their life cycle, allowing ontogenetic connections among distant habitats and increasing opportunities for feeding and escaping predation.

    “On the other side, and unlike many marine invertebrates, fish have to spatially close their life cycle, in ways that allow ontogenetic connections among distant habitats and that increase opportunities for feeding and escaping predation.”
  • The paper relies on this without support.

    Fish with external fertilization and a planktonic larval development disperse with the currents.

    “Fish with external fertilization and a planktonic larval development disperse with the currents.”
  • The paper relies on this without support.

    Fish can change their dispersal strategy by changing the location where they spawn, larval behavioural traits, egg buoyancy, etc.

    “Fish can change their dispersal strategy by changing the location where they spawn, larval behavioural traits, egg buoyancy, etc.”
  • The paper relies on this without support.

    Bluefin tuna are multiple batch spawners, with each batch separated on average by 1.2 days.

    “Coupled to this gonad development strategy, bluefin tuna are multiple batch spawners, with each batch separated on average by 1.2 days.”
  • The paper relies on this without support.

    To successfully breed, individuals of the opposite sex must first encounter each other.

    “To successfully breed, individuals of the opposite sex must first encounter each other.”
  • The paper relies on this without support.

    Unlike many benthic invertebrates, fish have to spatially connect among potentially distant habitats during ontogeny.

    “Unlike many benthic invertebrates, fish have to spatially connect among potentially distant habitats during ontogeny.”
  • The paper relies on this without support.

    Most fish have spawning-site fidelity (natal or repeated homing).

    “Because most fish have spawning-site fidelity (natal or repeated homing), strategies for life-cycle closures must be robust against interannual variations of egg and larval dispersal.”
  • The paper relies on this without support.

    There is less research devoted to understanding whether larval feeding can pose selective pressure on the choice of spawning habitat.

    “Surprisingly however, there is less research devoted to understanding whether larval feeding can pose selective pressure on the choice of spawning habitat.”
  • The paper relies on this without support.

    Advective loss of eggs and larvae during their dispersal phase can be a strong selection pressure in eastern boundary systems.

    “This strategy is frequent in eastern boundary systems, in which advective loss of eggs and larvae during their dispersal phase can be a strong selection pressure.”
  • The authors state this as an assumption.

    Some of the among-population variation in spawning-site selection has a genetic basis, representing local adaptations.

    “assuming that some of this variation has a genetic basis (i.e.representing local adaptations).”
  • The paper relies on this without support.

    Atlantic bluefin tuna spawning occurs only in two basins, the Mediterranean and the Gulf of Mexico.

    “As a species, Atlantic bluefin tuna spawning only occurs in two basins, the Mediterranean and the Gulf of Mexico.”
  • The paper relies on this without support.

    The notion that evolutionary constraints can affect distribution is less pervasive in studies that focus on fish spawning.

    “However, the notion that evolutionary constraints can also affect distribution is less pervasive in studies that focus on fish spawning, although evolutionary constraints are well accepted within other ecological disciplines (Arnold, 1992;Schwenk, 1995;Futuyma, 2010).”
14 of 14

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?

  • Tuna fish are multiple batch spawners, and their reproductive events follow one another within their reproductive season.

    “In fact, Tuna fish are multiple batch spawners, and the reproductive events follow one another within their reproductive season [59].”

    From Environmental Conditions along Tuna Larval Dispersion: Insights on the Spawning Habitat and Impact on Their Development Stages (2022) · cites this paper as [59]

    The Adult and larval physiology section (page not provided) says bluefin tuna are multiple batch spawners, with batches separated by an average of 1.2 days. This supports successive spawning events, but the passage does not establish that all tuna species are multiple batch spawners. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • Tuna fish are multiple batch spawners, and the reproductive events follow one another within their reproductive season.

    “In fact, Tuna fish are multiple batch spawners, and the reproductive events follow one another within their reproductive season [59].”

    From Environmental Conditions along Tuna Larval Dispersion: Insights on the Spawning Habitat and Impact on Their Development Stages (2022) · cites this paper as [59]

    The Adult and larval physiology section (page not available) says bluefin tuna are multiple batch spawners, with batches separated by an average of 1.2 days. This supports successive spawning events, but the passage establishes that pattern for bluefin tuna, not tuna species generally. (LLM, conf=0.84)

    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.

  • Figure 1 model covariates differ between text and caption

    Minor

    The text says the model contains only geographic location and time of year, while the Figure 1 caption says it also includes year of survey.

  • Kreiner citation year differs from reference list

    Minor

    The in-text citation gives 2011, whereas the corresponding Kreiner reference is dated 2012.

  • Figure 5 calls larval observations egg data

    Minor

    The Figure 5 caption identifies the observations as herring larval data, but later calls the data used to define the same coverage "egg data."

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 5

  1. Bailey, 1985, Recruitment of Pacific Whiting, Merluccius productus, and the ocean environment, Marine Fisheries Review, 47, 8
  2. Ellersten, 1989, Spawning period, transport and dispersal of eggs from the spawning area of Arcto-Norwegian cod (Gadus morhua L.), Rapports et procès-verbaux des réunions/Conseil permanent international pour l'exploration de la mer, 178, 260
  3. Lasker, 1975, Field criteria for survival of anchovy larvae: the relation between inshore chlorophyll maximum layers and successful first feeding, Fishery Bulletin, 73, 453
  4. Schwenk, 1995, A utilitarian approach to evolutionary constraint, Zoology, 98, 252
  5. Sinclair, 1998, Marine Populations, 252 pp

Cited by

Sorted by citations

Authors
Ciannelli, L., Bailey, K., & Olsen, E. M.
Affiliations
  • Oregon State University (US)
  • University of Agder (NO)
Venue
ICES Journal of Marine Science
Published
2014-07-02
Volume
72
Issue
2
Pages
285-296
ISSN
  • 1054-3139 (ISSN-L)
  • 1095-9289
OpenAlex
W2120622436
Cited by
127
References
100
Citations by year
2026: 13 · 2025: 12 · 2024: 15 · 2023: 12 · 2022: 13 · 2021: 14 · 2020: 9 · 2019: 8 · 2018: 11 · 2017: 10 · 2016: 7 · 2015: 3
FWCI
5.43
Type
journal article
Language
en
Open access
Locations
ICES Journal of Marine Science (publishedVersion)
Funders
National Science Foundation (1140207)
Topics
  • Physical Sciences › Environmental Science › Global and Planetary Change › Marine and fisheries research
  • Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Animal Behavior and Reproduction
  • Physical Sciences › Environmental Science › Nature and Landscape Conservation › Fish Ecology and Management Studies
Keywords
fish spawning habitat, ecological constraints, evolutionary constraints, phenotypic plasticity, genetic diversity, larval and juvenile fish, larval dispersal, predation, starvation, microevolution, environmental change, fisheries oceanography

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 2026-10-16.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-16.

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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