MétaCan
Menu
← Back to cohort
Record W6905771966 · doi:10.15468/dl.hc3an8

Occurrence Download

2024· dataset· en· W6905771966 on OpenAlexaboutno aff

Bibliographic record

VenueGlobal Biodiversity Information Facility · 2024
Typedataset
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsEupatoriumHippophae rhamnoidesTanninEriobotryaAcacia

Abstract

fetched live from OpenAlex

A dataset containing 687676 species occurrences available in GBIF matching the query: { "and" : [ "TaxonKey is one of (Indigofera pseudotinctoria Matsum., Indigofera decora Lindl., Bowdichia virgiloides Kunth, Anthonotha graciliflora (Harms) J.Léonard, Ononis repens L., Pueraria lobata (Willd.) Ohwi, Pithecellobium jupunba (Willd.) Urb., Abarema piresii Barneby & J.W.Grimes, Copaifera reticulata Ducke, Pithecellobium racemosum Ducke, Acacia farnesiana (L.) Willd., Cudrania tricuspidata (Carrière) Bureau ex Lavallée, Licania oblongifolia Standl., Licania reticulata Prance, Licania gardneri (Hook.fil.) Fritsch, Licania hispida Prance, Licania lata J.F.Macbr., Broussaisia arguta Gaudich., Stephanandra incisa (Thunb.) Zabel, Stephanandra chinensis Hance, Filipendula palmata (Pall.) Maxim., Rubus rosaefolius Sm., Rosa cymosa Schleich., Sorbaria arborea C.K.Schneid., Sorbus pohuashanensis (Hance) Hedl., Prunus pennsylvanica Sarg., Cerasus serrulata (Lindl.) G.Don ex Loudon, Cerasus humilis (Bunge) S.Ya.Sokolov, Prunus davidiana (Carriere) N.E.Br., Eriobotrya japonica (Thunb.) Lindl., Exochorda serratifolia S.Moore, Spiraea sericea Turcz., Acomastylis elata (Wall.) F.Bolle, Pseudocymopterus montanus (A.Gray) J.M.Coult. & Rose, Acanthopanax senticosus (Rupr. & Maxim.) Harms, Schefflera octophylla (Lour.) Harms, Schefflera morototoni (Aubl.) Maguire, Steyerm. & Frodin, Schefflera actinophylla (Endl.) Harms, Schefflera macrocarpa (Cham. & Schltdl.) Frodin, Rhamnus californica Eschsch., Rhamnus crocea Nutt., Populus ×gileadensis Rouleau, Christolea himalayensis (Cambess.) Jafri, Ptilotrichum canescens (DC.) C.A.Mey., Dimorphocalyx murinus Elmer, Euphorbia lunulata Bunge, Chamaesyce fendleri (Torr. & A.Gray) Small, Bridelia monoica (Lour.) Merr., Swida sanguinea (L.) Opiz, Swida alternifolia (L.f.) Small, Lecythis jarana (Huber ex Ducke) A.C.Sm., Eschweilera chartacea (O.Berg) Eyma, Cariniana integrifolia Ducke, Eschweilera odora (Poepp. ex O.Berg) Miers, Chenopodium glaucum L., Lychnis flos-cuculi L., Tagetes patula L., Seriphidium finitum (Kitag.) Y.Ling & Y.R.Ling, Seriphidium lehmannianum (Bunge) Poljakov, Seriphidium mongolorum (Krasch.) Y.Ling & Y.R.Ling, Seriphidium gracilescens (Krasch. & Iljin) Poljakov, Seriphidium santolinum (Schrenk) Poljakov, Hippolytia trifida (Turcz.) Poljakov, Prenanthes macrophylla Franch., Dendranthema lavandulifolium (Fisch. ex Trautv.) Y.Ling & C.Shih, Dendranthema chanetii (H.Lév.) C.Shih, Machaeranthera gracilis (Nutt.) Shinners, Senecio actinella Greene, Scorzonera mongolica Maxim., Logfia gallica (L.) Coss. & Germ., Artemisia intramongolica H.C.Fu & Z.Y.Zhu, Artemisia lavandulifolia DC., Artemisia wellbyi Hemsl. & Pearson, Artemisia commutata Besser, Artemisia apiacea Hance, Inula cappa (Buch.-Ham. ex D.Don) DC., Bahia dissecta (A.Gray) Britton, Hieracium pilosella L., Myripnois dioica Bunge, Rhaponticum uniflorum (L.) DC., Inula conyzae (Griess.) Meikle, Heliocarpus popayanensis Kunth, Manglietia insignis (Wall.) Blume, Onychopetalum lucidum R.E.Fr., Rollinia insignis R.E.Fr., Anagallis tenella (L.) L., Rapanea guianensis Aubl., Jacquinia revoluta Jacq., Labordia tinifolia A.Gray, Metaplexis japonica (Thunb.) Makino, Castilleja austromontana Standl. & Blumer, Parentucellia viscosa (L.) Caruel, Kigelia pinnata (Jacq.) DC., Myrcia floribunda Miq., Eucalyptus citriodora Hook., Acmena acuminatissima (Blume) Merr. & L.M.Perry, Syzygium campanulatum Korth., Syzygium latilimbum (Merr.) Merr. & L.M.Perry, Baeckea crassifolia Lindl., Melastoma candidum D.Don, Clidemia hirta (L.) D.Don, Epilobium angustifolium Lam., Plantago argyraea E.Morris, Acer ginnala Maxim., Bulnesia arborea (Jacq.) Engl., Citrus sinensis (Mill.) Pers., 1806, Rhus diversiloba Torr. & A.Gray, Byrsonima coriacea (Sw.) DC., Puccinia sesleriae-caeruleae E.Fisch., 1904, Pseudocercospora flemingiae-macrophyllae U.Braun & Crous, Cynanchum komarovii Iljinski, Cynanchum hancockianum (Maxim.) Iljinski, Camellia gigantocarpa Hu & T.C.Huang, Hartia sinensis Dunn, Tamarix juniperina Bunge, Apocynum venetum L., Stemmadenia donnell-smithii (Rose ex Donn.Sm.) Woodson, Melodinus henryi Craib, Symplocos phyllocalyx C.B.Clarke, Symplocos mosenii Brand, Polyalthia cerasoides (Roxb.) Hook.f. & Thomson, 1872, Thyrsodium paraense Huber, Lannea grandis (Dennst.) Engl., Spondias mangifera Willd., Ligustrum molliculum Hance, Osmanthus matsumuranus Hayata, Terminalia hainanensis Exell, Altingia obovata Merr. & Chun, Cratoxylum ligustrinum (Spach) Blume, Salsola passerina Bunge, Agriophyllum squarrosum (L.) Moq., Corispermum orientale Lam., Salsola abrotanoides Bunge, Pseudolmedia oxyphyllaria Donn.Sm., Artocarpus nitidus Trécul, Artocarpus lakoocha Roxb., Helianthostylis sprucei Baill., Trymatococcus amazonicus Poepp. & Endl., Acer grosseri Pax, Mollinedia darienensis Standl., Paullinia fibrigera Radlk., Hicriopteris chinensis (Rosenst.) Ching, Euonymus bungeanus Maxim., Euonymus przewalskii Maxim., Abarema mataybifolia (Sandwith) Barneby & J.W.Grimes, Populus maximowiczii A.Henry, Populus koreana Rehder, Zanthoxylum alatum Steud., Zanthoxylum acreanum (K.Krause) J.F.Macbr., Zanthoxylum planispinum Siebold & Zucc., Teclea nobilis Delile, Zanthoxylum kellermanii P.Wilson, Carapa surinamensis Miq., Lansium parasiticum (Osbeck) K.C.Sahni & Bennet, Cipadessa cinerascens (Pellegr.) Hand.-Mazz., Guarea grandifolia DC., Miconia borealis Gleason, Tibouchina pulchra (Cham.) Cogn., Memecylon laevigatum Blume, Miconia pohliana Cogn., Berchemia polyphylla Wall., Ziziphus glaberrima (Sedgw.) Santapau, Scolopia henryi Sleumer, Scolopia crassipes Clos, Stachys baicalensis Fisch. ex Benth., Phlomis pratensis Kar. & Kir., Spartothamnella puberula (F.Muell.) Maiden & Betche, Aegiphila sellowiana Cham., Mesona chinensis Benth., Aconitum gymnandrum Maxim., Aconitum altaicum Steinb., Berberis dolichobotrys Fedde, Nitraria tangutorum Bobrov, Protium insigne (Triana & Planch.) Engl., Protium fimbriatum Swart, Hakea muelleriana J.M.Black, Grevillea aneura McGill., Hakea spathulata (Benth.) R.M.Barker, Fagraea cuspidata Blume, Calligonum rigidum Litv., Ctenitis rhodolepis (C.B.Clarke) Ching, Xanthophyllum affine Korth. ex Miq., Carmona microphylla (Lam.) G.Don, Diospyros durionoides Bakh., Quararibea cordata (Humb. & Bonpl.) García-Barr. & J.Hern., Bombax discolor Kunth, Rhodognaphalopsis discolor A.Robyns, Quararibea bicolor (Ducke) Cuatrec., Quararibea muricata Cuatrec., Bombacopsis nervosa (Uittien) A.Robyns, Amphirrhox latifolia Mart. ex Eichler, Dolichandrone cauda-felina (Hance) Benth. & Hook.fil., Arrabidaea verrucosa (Standl.) A.H.Gentry, Mayodendron igneum (Kurz) Kurz, Parashorea tomentella (Symington) Meijer, Sorghum vulgare Pers., Sorghum ×sudanense (Piper) Stapf, Elymus mollis Trin., Poa relaxa Ovcz., Neosinocalamus affinis (Rendle) Keng f., Festuca paniculata (L.) Schinz & Thell., Bromus pictus Hook.f., Aristida pennata Trin., Dichanthium ischaemum (L.) Roberty, Phyllostachys praecox C.D.Chu & C.S.Chao, Koeleria litvinowii Domin, Koeleria grisebachii Domin, Roegneria thoroldiana (Oliv.) Keng, Roegneria nutans (Keng) Keng & S.L.Chen, Stipa gobica Roshev., Roegneria brevipes Keng & S.L.Chen, Dendrocalamopsis oldhamii (Munro) Keng f., Paspalum wettsteinii Hack., Psammochloa mongolica Hitchc., Helictotrichon marginatum (Lowe) Röser, Celtis durandii Engl., Plagiogyria communis Ching, Rhododendron confertissimum Nakai, Rhododendron chrysanthum Pall., Rhododendron palustre (L.) Kron & Judd, Rhododendron agglutinatum Balf.fil. & Forrest, Ocotea caudata (Nees) Mez, Cinnamomum caudiferum Kosterm., Actinodaphne ambigua (Meisn.) Hook.fil., Alseodaphne petiolaris (Meisn.) Hook.fil., Alseodaphne hainanensis Merr., Ribes pauciflorum Turcz. ex Ledeb., Ribes palczewskii (Jancz.) Pojark., Rhodiola rotundata (Hemsl.) S.H.Fu, Platycarya longipes Y.C.Wu, Centaurea alpestris Hegetschw., Aphis viciae-craccae De Geer, 1773, Berberis poiretii C.K.Schneid., Sabina davurica (Pall.) Antoine, Sabina vulgaris Antoine, Sabina pingii (W.C.Cheng) W.C.Cheng & W.T.Wang, Sabina squamata (Buch.-Ham. ex D.Don) Antoine, Sabina saltuaria (Rehd. & E.H.Wilson) W.C.Cheng & W.T.Wang, Phyllocladus alpinus Hook.f., Picea balfouriana Rehd. & E.H.Wilson)", "HasCoordinate is true", "HasGeospatialIssue is false" ] } The dataset includes 687676 records from 2538 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022678-240216155721649/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)0.005
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 score0.782
Threshold uncertainty score0.728

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)0.2180.350

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 head0.017
GPT teacher head0.234
Teacher spread0.217 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueGlobal Biodiversity Information Facility→French-language works237,207→