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Record W6962190479 · doi:10.15468/dl.bd8rx2

Occurrence Download

2025· dataset· en· W6962190479 on OpenAlexaboutno aff

Bibliographic record

VenueGlobal Biodiversity Information Facility · 2025
Typedataset
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsSphagnumHolotypeBogSedum

Abstract

fetched live from OpenAlex

A dataset containing 174810594 species occurrences available in GBIF matching the query: { "and" : [ "TaxonKey is one of (Scutellaria nervosa Pursh, Scymnus cervicalis Mulsant, 1850, Scymnus fraternus LeConte, 1852, Scymnus securus J.Chapin, 1973, Sebastes mentella Travin, 1951, Sedum villosum L., Seligeria acutifolia Lindb., Seligeria diversifolia Lindb., Seligeria recurvata (Hedw.) Bruch & Schimp., Senecio megacephalus Nutt., Senna hebecarpa (Fernald) H.S.Irwin & Barneby, Silene hitchguirei Bocquet, Silphium perfoliatum L., Simpsonaias ambigua (Say, 1825), Simulium brevicercum Knowlton & Rowe, 1934, Siphlonisca aerodromia Needham, 1909, Siphlonurus autumnalis McDunnough, 1931, Siphlonurus barbarus McDunnough, 1924, Siphlonurus demaryi Kondratieff & Voshell, 1981, Sistrurus catenatus (Rafinesque, 1818), Sisyrinchium albidum Raf., Smicronyx commixtus Dietz, 1894, Sogda enigma Peck & Cook, 2009, Solenostoma crenuliforme (Austin) Steph., Somatochlora hineana Williamson, 1931, Somatochlora linearis (Hagen, 1861), Soyedina potteri (Baumann & Gaufin, 1971), Spea intermontana (Cope, 1883), Sphaerium fabale (Prime, 1852), Sphaerium patella (A.Gould, 1850), Sphaerocarpos texanus Austin, Sphagnophylax meiops Wiggins & Winchester, 1984, Sphagnum arcticum Flatberg & Frisvoll, Sphagnum bergianum R.E.Andrus, Sphagnum mirum Flatberg & Thingsgaard, Sphagnum olafii Flatberg, Sphagnum orientale L.I.Savicz, Sphagnum tescorum Flatberg, Sphagnum venustum Flatberg, Sphagnum wilfii H.A.Crum, Sphecomyia columbiana Vockeroth, 1965, Sphenolobopsis pearsonii (Spruce) R.M.Schust., Sphenopholis nitida (Biehler) Scribn., Spiloloma lunilinea Grote, 1873, Spinadis simplex (Walsh, 1863), Spiranthes diluvialis Sheviak, Sporobolus airoides (Torr.) Torr., Sporobolus vaginiflorus var. ozarkanus (Fernald) Shinners, Spragueia leo (Guenée, 1852), Steiroxys strepens Fulton, 1930, Stelis louisae Cockerell, 1911, Stellaria americana (Porter ex B.L.Rob.) Standl., Stenelytrana emarginata (Fabricius, 1787), Stenocrepis cuprea (Chaudoir, 1843), Stenodynerus blandus (de Saussure, 1870), Stenodynerus blepharus Bohart, 1953, Stenodynerus canus Bohart, 1966, Stenodynerus cochisensis (Viereck, 1908), Stenodynerus toas (Cresson, 1868), Stenoptilia grandipuncta McDunnough, 1939, Stenosphenus notatus (Olivier, 1795), Stenotrema barbatum (G.H.Clapp, 1904), Stereus arenarius Peck & Cook, 2009, Strobilops aeneus Pilsbry, 1926, Strobilops affinis Pilsbry, 1893, Strophostyles leiosperma (Torr. & A.Gray) Piper, Stylurus laurae Williamson, 1932, Stylurus olivaceus (Selys, 1873), Subhaida monticola Campbell, 1978, Succinea oregonensis I.Lea, 1841, Symphyotrichum dumosum (L.) G.L.Nesom, Symphyotrichum undulatum (L.) G.L.Nesom, Synolabus nigripes Legalov, 2003, Syntrichia papillosa (Wilson ex Spruce) Spruce, Syntrichia papillosissima (Copp.) Loeske, Systena corni C.Schaeffer, 1932, Tabanus americanus Forster, 1771, Tabanus laticeps Hine, 1904, Tabanus stygius Say, 1823, Tabanus sulcifrons Macquart, 1855, Tachyusa faceta Casey, 1885, Targionia hypophylla L., Tayloria splachnoides (Schleich. ex Schwägr.) Hook., Temnothorax Mayr, 1861, Tephrosia virginiana (L.) Pers., Teretrius montanus Horn, 1880, Terrapene carolina (Linnaeus, 1758), Tetraneuris herbacea Greene, Tetraopes quinquemaculatus Haldeman, 1847, Tetrodontium brownianum (Dicks.) Schwägr., Tetrodontium brownianum var. ovatum (Funck) Wijk & Margad., Tetrodontium repandum (Funck) Schwägr., Thaleichthys pacificus (Richardson, 1836), Thalictrum amphibolum Greene, Thanatophilus coloradensis (Wickham, 1902), Tharsalea dospassosi, Thaspium chapmanii (J.M.Coult. & Rose) Small, Thelesperma subnudum A.Gray, Thelia asprella (Schimp.) Sull., Theliopsyche parva Banks, 1911, Thelypodium milleflorum A.Nelson, Thevenetimyia celer (Cole & Lovett, 1919), Thyridanthrax atratus, Thyridanthrax pallidus (Coquillett, 1887), Tigrosa aspersa (Hentz, 1844), Timmia norvegica J.E.Zetterst., Tmemophlebia vockerothi Hall & Evenhuis, 2004, Tomoglossa decora (Casey, 1910), Tortella rigens Alberts., Tortula nevadensis (Cardot & Thér.) R.H.Zander, Townsendia condensata Parry, Toxolasma parvum (Barnes, 1823), Trematodon asanoi Tuzibe, Trematodon montanus Belland & Brassard, Triaenodes McLachlan, 1865, Trichiusa robustula Casey, 1893, Tricholathys rothi Chamberlin & Gertsch, 1958, Tricholochmaea sablensis (W.J.Brown, 1969), Trichophorum planifolium (Spreng.) Palla, Trichostomum recurvifolium (Taylor) R.H.Zander, Triepeolus brittaini Cockerell, 1931, Trifolium variegatum Nutt., Trigonorhinus annulatus (Carr, 1930), Trimerotropis huroniana Walker, 1902, Triodopsis vulgata Pilsbry, 1940, Triosteum angustifolium L., Triosteum perfoliatum L., Truncilla donaciformis (I.Lea, 1827), Tychius semisquamosus J.Faust, 1893, Tylonotus masoni (Knull, 1928), Typocerus octonotatus (Haldeman, 1847), Udea derasa Munroe, 1866, Udea saxifragae McDunnough, 1935, Urophycis tenuis (Mitchill, 1814), Utacapnia labradora (Ricker, 1954), Utterbackia imbecillis (Say, 1829), Vallonia terraenovae Gerber, 1996, Valvata humeralis Say, 1829, Valvata lewisi Currier, 1868, Valvata mergella Westerlund, 1883, Valvata perdepressa B.Walker, 1906, Valvata winnebagoensis F.C.Baker, 1928, Ventridens intertextus (A.Binney, 1840), Ventridens ligera (Say, 1821), Vernonia gigantea (Walter) Trel., Veronicastrum virginicum (L.) Farw., Vertigo andrusiana Pilsbry, 1899, Vertigo modesta (Say, 1824), Vertigo oughtoni Pilsbry, 1948, Villosa iris (I.Lea, 1829), Webbhelix multilineata (Say, 1821), Wijkia carlottae (W.B.Schofield) H.A.Crum, Wormaldia McLachlan, 1865, Xanthorhoe reclivisata Cassino & Swett, 1920, Xenochodaeus musculus (Say, 1835), Xolotrema denotatum (Férussac, 1823), Xylocrius agassizi Hatch, 1971, Xylota analis Williston, 1887, Xylota micrura (Curran, 1941), Xysticus gosiutus Gertsch, 1933, Zelotes rainier Platnick & Shadab, 1983, Zuphium americanum Dejean, 1831, Acarospora peliscypha Th.Fr., Accipiter atricapillus laingi (Taverner, 1940), Accipiter gentilis (Linnaeus, 1758), Achillea millefolium var. megacephala (Raup) B.Boivin, Acipenser brevirostrum Lesueur, 1818, Acipenser fulvescens Rafinesque, 1817, Acipenser oxyrinchus Mitchill, 1815, Acipenser transmontanus Richardson, 1836, Acroscyphus sphaerophoroides Lév., Actaea elata (Nutt.) Prantl, Actaea elata var. elata, Adiantum aleuticum var. subpumilum (W.H.Wagner) E.R.Alverson, Adiantum capillus-veneris L., Aechmophorus clarkii (Lawrence, 1858), Aegolius acadicus (J.F.Gmelin, 1788), Aegolius acadicus brooksi (J.H.Fleming, 1916), Aesculus glabra Willd., Aesculus glabra var. glabra, Agalinis aspera (Douglas ex Benth.) Britton, Agalinis gattingeri (Small) Small, Agalinis maritima (Raf.) Raf., Agalinis maritima var. maritima, Alchemilla alpina L., Alchemilla filicaulis Buser, Alectoria fallacina Motyka, Aletris farinosa L., Alosa aestivalis (Mitchill, 1814), Amauropelta nevadensis (Baker) S.E.Fawc. & A.R.Sm., Amblyscirtes oslari (Skinner, 1899), Amelanchier amabilis Wiegand, Amelanchier nantucketensis E.P.Bicknell, Ammannia robusta Heer ex Regel, Amygdalaria elegantior (H.Magn.) Hertel & Brodo, Anacampsis lupinella Busck, 1901, Anaptychia elbursiana (Szatala) Poelt, 1966, Animalia, Andropogon hallii Hack., Anguilla rostrata (Lesueur, 1817), Anguispira kochi kochi, Antennaria corymbosa E.E.Nelson, Antennaria flagellaris A.Gray, Antennaria plantaginifolia (L.) Hook., Anthoceros fusiformis Austin, Antrozous pallidus (LeConte, 1856), Anzia colpodes (Ach.) Stizenb., Apamea sordens sableana Mikkola, 2009, Aphyllon ludovicianum (Nutt.) A.Gray, Aplectrum hyemale (Muhl. ex Willd.) Torr., Aquilegia jonesii Parry, Arabis adpressipilis (M.Hopkins) Al-Shehbaz, Arctanthemum arcticum subsp. arcticum, Ardea herodias Linnaeus, 1758)", "HasGeospatialIssue is false", "HasCoordinate is true", "OccurrenceStatus is Present", { "not" : { "BasisOfRecord" : [ "is one of (Fossil)" ] } }, "Country is Canada", { "or" : [ "CoordinateUncertaintyInMeters is less than 32000", "CoordinateUncertaintyInMeters is null" ] } ] } The dataset includes 174810594 records from 1300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069302-250525065834625/datasets/export for details. Data from some individual datasets included in this download may be licensed under less restrictive terms.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.703
Threshold uncertainty score0.995

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0080.012
Science and technology studies0.0010.000
Scholarly communication0.0040.004
Open science0.0030.004
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.2970.434

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.232
Teacher spread0.218 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreDataset

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractyes

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