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Record W4395785655 · doi:10.15468/dl.am48y7

Occurrence Download

2021· dataset· es· W4395785655 on OpenAlexaboutno aff

Bibliographic record

VenueGlobal Biodiversity Information Facility · 2021
Typedataset
Languagees
FieldEnvironmental Science
TopicSpecies Distribution and Climate Change
Canadian institutionsnot available
Fundersnot available
KeywordsDownloadComputer scienceWorld Wide Web

Abstract

fetched live from OpenAlex

A dataset containing 4081499 species occurrences available in GBIF matching the query: { "TaxonKey" : [ "is one of (Quadrella angustifolia (Kunth) Iltis & Cornejo, Quadrella antonensis (Woodson) Iltis & Cornejo, Quadrella asperifolia (C.Presl) Iltis & Cornejo, Quadrella calciphila (Standl. & Steyerm.) Iltis & Cornejo, Quadrella cynophallophora (L.) Hutch., Quadrella domingensis (Spreng. ex DC.) Iltis & Cornejo, Quadrella dressleri Cornejo & Iltis, Quadrella ferruginea (L.) Iltis & Cornejo, Quadrella filipes (Donn.Sm.) Iltis & Cornejo, Quadrella incana (Kunth) Iltis & Cornejo, Quadrella indica (L.) Iltis & Cornejo, Quadrella isthmensis (Eichler) Hutch., Quadrella lindeniana Cornejo & Iltis, Quadrella lundellii (Standl.) Iltis & Cornejo, Quadrella mirifica (Standl.) Iltis & Cornejo, Quadrella morenoi Cornejo & Iltis, Quadrella odoratissima (Jacq.) Hutch., Quadrella quintanarooensis Iltis & Cornejo, Quadrella singularis (R.Rankin) Iltis & Cornejo, Quadrella steyermarkii (Standl.) Iltis & Cornejo, Qualea acuminata Spruce ex Warm., Qualea amapaensis H.Balslev & S.A.Mori, Qualea amoena Ducke, Qualea brasiliana Stafleu & L.Marcano Berti, Qualea brevipedicellata Stafleu, Qualea calantha Pilg., Qualea calophylla Pittier, Qualea coerulea Aubl., Qualea cordata (Mart.) Spreng., Qualea cryptantha (Spreng.) Warm., Qualea cyanea Ducke, Qualea cymulosa Schery, Qualea decorticans Ducke, Qualea dinizii Ducke, Qualea gestasiana A.St.-Hil., Qualea glaziovii Warm., Qualea gracilior Pilg., Qualea grandiflora Mart., Qualea hannekesaskiarum L.Marcano Berti, Qualea homosepala Ducke, Qualea impexa J.F.Macbr., Qualea ingens Warm., Qualea insignis G.H.Shimizu, D.J.P.Gonç., F.França & K.Yamam., Qualea labouriauana Paula, Qualea lineata Stafleu, Qualea lundii (Warm.) Warm., Qualea macropetala Spruce ex Warm., Qualea magna Kuhlm., Qualea marioniae Marc.-Berti, Qualea megalocarpa Stafleu, Qualea multiflora Mart., Qualea panamensis Marc.-Berti, Qualea paraensis Ducke, Qualea parviflora Mart., Qualea polychroma Stafleu, Qualea psidiifolia Spruce ex Warm., Qualea pulcherrima Spruce ex Warm., Qualea rosea Aubl., Qualea rupicola Ducke, Qualea schomburgkiana Warm., Qualea selloi Warm., Qualea sprucei Warm., Qualea suprema Ducke, Qualea tessmannii Mildbr., Qualea themistoclesii Ducke, Qualea tricolor Benoist, Qualea tuberculata Stafleu, Qualea wurdackii L.Marcano Berti, Quararibea amazonica Ulbr., Quararibea angustifolia (Mart.) C.D.M.Ferreira & Bovini, Quararibea aristeguietae Cuatrec., Quararibea asterolepis Pittier, Quararibea aurantiocalyx W.S.Alverson, Quararibea bilobata A.Robyns, Quararibea cacao (Triana & Planch.) Baill., Quararibea caldasiana Fern.Alonso, Quararibea casasecae Fern.Alonso & Castrov., Quararibea ciroana Cuatrec., Quararibea cogolloi Fern.Alonso, Quararibea costaricensis W.S.Alverson, Quararibea cryptantha Fern.Alonso, Quararibea duckei Huber, Quararibea foenigraeca Cuatrec., Quararibea funebris (La Llave) Vischer, Quararibea gigantiflora Pittier, Quararibea gomeziana W.S.Alverson, Quararibea guianensis Aubl., Quararibea lopezperaltae Gallardo-Hern. & Lorea-Hern., Quararibea magnifica Pittier, Quararibea martini Baill., Quararibea mayanum Lorea-Hern. & Gallardo-Hern., Quararibea obovalifolia Pittier, Quararibea pendula W.S.Alverson, Quararibea platyphylla Pittier & Donn.Sm., Quararibea pterocalyx Hemsl., Quararibea pumila W.S.Alverson, Quararibea rangelii Fern.Alonso, Quararibea ruiziana Fern.Alonso, Quararibea santaritensis W.S.Alverson, Quararibea spatulata Ducke, Quararibea stenophylla Pittier, Quararibea steyermarkii Cuatrec., Quararibea tulekunae Fern.Alonso, Quararibea turbinata (Sw.) Poir., Quararibea velutina Cuatrec., Quararibea wittii K.Schum. & Ulbr., Quararibea yunckeri Standl., Quassia amara L., Quassia baileyana (Oliv.) Noot., Quassia bidwillii (Hook.fil.) Noot., Quassia borneensis Noot., Quassia harmandiana (Pierre ex Laness.) Noot., Quassia indica (Gaertn.) Noot., Quassia sanguinea Cheek & Jongkind, Quassia schweinfurthii (Oliv.) Noot., Quelchia cardonae Steyerm., Quercus acerifolia (E.J.Palmer) Stoynoff & Hess, Quercus acrodonta Seemen, Quercus acuta Thunb., Quercus acutifolia Née, Quercus acutissima Carruth., Quercus aerea Trel., Quercus afares Pomel, Quercus affinis Scheidw., Quercus agrifolia Née, Quercus ajoensis C.H.Mull., Quercus alba L., Quercus albicaulis Chun & W.C.Ko, Quercus albocincta Trel., Quercus aliena Blume, Quercus alnifolia Poech, Quercus annulata Sm., Quercus aquifolioides Rehder & E.H.Wilson, Quercus arbutifolia Hickel & A.Camus, Quercus argentata Korth., Quercus argyrotricha A.Camus, Quercus aristata Hook. & Arn., Quercus arizonica Sarg., Quercus arkansana Sarg., Quercus asymmetrica Hickel & A.Camus, Quercus aucheri Jaub. & Spach, Quercus augustini Skan, Quercus auricoma A.Camus, Quercus austrina Small, Quercus austrocochinchinensis Hickel & A.Camus, Quercus baloot Griff., Quercus bambusifolia Hance ex Miq., 1863, Quercus baolamensis H.T.Binh & Ngoc, Quercus baronii Skan, Quercus barrancana Spellenb., Quercus bawanglingensis C.C.Huang, Ze X.Li & F.W.Xing, Quercus bella Chun & Tsiang, Quercus benthamii A.DC., Quercus berberidifolia Liebm., Quercus bicolor Willd., Quercus bidoupensis H.T.Binh & Ngoc, Quercus blakei Skan, Quercus boyntonii Beadle, Quercus braianensis A.Camus, Quercus brandegeei Goldman, Quercus brandisiana Kurz, Quercus brantii Lindl., Quercus breedloveana Nixon & Barrie, Quercus brevicalyx A.Camus, Quercus buckleyi Nixon & Dorr, Quercus canariensis Willd., Quercus canbyi Trel., Quercus carduchorum K.Koch, Quercus carmenensis C.H.Mull., Quercus castanea Née, Quercus castaneifolia C.A.Mey., Quercus cedrosensis C.H.Mull., Quercus cerris L., Quercus championii Benth., Quercus chapmanii Sarg., Quercus chenii Nakai, Quercus chevalieri Hickel & A.Camus, Quercus chihuahuensis Trel., Quercus chrysocalyx Hickel & A.Camus, Quercus chrysolepis Liebm., Quercus chrysotricha A.Camus, Quercus chungii F.P.Metcalf, Quercus ciliaris C.C.Huang & Y.T.Chang, Quercus coahuilensis Nixon & C.H.Müll., Quercus coccifera L., Quercus cocciferoides Hand.-Mazz., Quercus coccinea Münchh., Quercus coffeicolor Trel., Quercus conduplicans Chun, Quercus congesta C.Presl, Quercus convallata Trel., Quercus conzattii Trel., Quercus cornelius-mulleri Nixon & K.P.Steele, Quercus cortesii Liebm., Quercus costaricensis Liebm., Quercus crassifolia Bonpl., Quercus crassipes Bonpl., Quercus crispifolia Trel., Quercus crispipilis Trel., Quercus cualensis L.M.González, Quercus daimingshanensis (S.K.Lee) C.C.Huang, Quercus dalechampii Ten., Quercus dankiaensis A.Camus, Quercus delavayi Franch., Quercus delgadoana S.Valencia, Nixon & L.M.Kelly, Quercus delicatula Chun & Tsiang, Quercus dentata Thunb., Quercus depressa Bonpl., Quercus deserticola Trel., Quercus devia Goldman, Quercus dilacerata Lavallée, Quercus dinghuensis C.C.Huang, Quercus disciformis Chun & Tsiang, Quercus diversifolia Née, Quercus dolicholepis A.Camus, Quercus dongfangensis C.C.Huang, F.W.Xing & Ze X.Li, Quercus douglasii Hook. & Arn., Quercus dumosa Nutt., Quercus durata Jeps., Quercus durifolia Seemen ex Loes., Quercus edithiae Skan, Quercus eduardi Trel., Quercus edwardsiae C.H.Mull., Quercus elevaticostata (Q.F.Zheng) C.C.Huang, Quercus ellipsoidalis E.J.Hill, Quercus elliptica Née, Quercus elmeri Merr., Quercus emoryi Torr., Quercus engelmannii Greene, Quercus engleriana Seemen, Quercus eumorpha Kurz, Quercus fabrei Hance, Quercus faginea Lam., Quercus falcata Michx., Quercus fimbriata Y.C.Hsu & H.Wei Jen, Quercus flocculenta C.H.Mull., Quercus floribunda Lindl. ex A.Camus, Quercus frainetto Ten., Quercus franchetii Skan, Quercus frutex Trel., Quercus fuliginosa Chun & W.C.Ko, Quercus fulva Liebm., Quercus furfuracea Liebm., Quercus fusiformis Small, Quercus gaharuensis Soepadmo, Quercus gambelii Nutt., Quercus gambleana A.Camus, Quercus garryana Douglas ex Hook., Quercus gemelliflora Blume, Quercus geminata Small, Quercus georgiana M.A.Curtis, Quercus germana Schltdl. & Cham., Quercus ghiesbreghtii M.Martens & Galeotti, Quercus gilliana Rehder & E.H.Wilson, Quercus gilva Blume, Quercus glabrescens Benth., Quercus glauca Thunb., Quercus glaucescens Bonpl., Quercus glaucoides M.Martens & Galeotti, Quercus gomeziana A.Camus, Quercus gracilenta Chun, Quercus gracilior C.H.Mull., Quercus grahamii Benth., Quercus gravesii Sudw., Quercus greggii (A.DC.) Trel., Quercus griffithii Hook.f. & Thomson ex Miq., Quercus grisea Liebm., Quercus guyavifolia H.Lév., Quercus hartwissiana Steven, Quercus helferiana A.DC., Quercus hemisphaerica W.Bartram ex Willd., Quercus hintonii E.F.Warb., Quercus hintoniorum Nixon & C.H.Müll., Quercus hirtifolia M.L.Vázquez, S.Valencia & Nixon, Quercus honbaensis H.T.Binh, Tagane & Yahara, Quercus hondae Makino, Quercus humboldtii Bonpl., Quercus hypargyrea (Seemen ex Diels) C.C.Huang & Y.T.Chang, Quercus hypoleucoides A.Camus, Quercus hypophaea Hayata, Quercus ichnusae Mossa, Bacch. & Brullo, Quercus ignaciensis C.H.Mull., Quercus ilex L., Quercus ilicifolia Wangenh., Quercus iltisii L.M.González, Quercus imbricaria Michx., Quercus incana W.Bartram, Quercus infectoria G.Olivier, Quercus inopina Ashe, Quercus insignis M.Martens & Galeotti, Quercus invaginata Trel., Quercus ithaburensis Decne., Quercus jenseniana Hand.-Mazz., Quercus jinpinensis (Y.C.Hsu & H.Wei Jen) C.C.Huang, Quercus john-tuckeri Nixon & C.H.Müll., Quercus jonesii Trel., Quercus kelloggii Newb., Quercus kerangasensis Soepadmo, Quercus kerrii Craib, Quercus kinabaluensis Soepadmo, Quercus kingiana Craib, Quercus kiukiangensis (Y.T.Chang) Y.T.Chang, Quercus kotschyana O.Schwarz, Quercus kouangsiensis A.Camus, Quercus laceyi Small, Quercus laeta Liebm., Quercus laevis Walter, Quercus lamellosa

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)0.005
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 score0.778
Threshold uncertainty score0.743

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0070.011
Science and technology studies0.0010.000
Scholarly communication0.0040.004
Open science0.0030.003
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.2220.344

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 head0.022
GPT teacher head0.224
Teacher spread0.202 · 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".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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