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Record W4396421488 · doi:10.15468/dl.fxu448

Occurrence Download

2023· dataset· en· W4396421488 on OpenAlexaboutno aff

Bibliographic record

VenueGlobal Biodiversity Information Facility · 2023
Typedataset
Languageen
FieldMedicine
TopicBiological and pharmacological studies of plants
Canadian institutionsnot available
Fundersnot available
KeywordsDownloadComputer scienceWorld Wide Web

Abstract

fetched live from OpenAlex

A dataset containing 3258655 species occurrences available in GBIF matching the query: { "and" : [ "TaxonKey is one of (Agapanthus campanulatus F.M.Leight., Agapanthus coddii F.M.Leight., Agapanthus inapertus Beauverd, Agapanthus praecox Willd., Agapetes buxifolia Nutt. ex Hook.f., Agapetes flava (Hook.fil.) Sleumer, Agapetes hosseana Diels, Agapetes serpens (Wight) Sleumer, Agapetes smithiana Sleumer, Agarista populifolia (Lam.) Judd, Agastache aurantiaca (A.Gray) Lint & Epling, Agastache breviflora (A.Gray) Epling, Agastache cana (Hook.) Wooton & Standl., Agastache foeniculum (Pursh) Kuntze, Agastache mexicana (Kunth) Lint & Epling, Agastache micrantha (A.Gray) Wooton & Standl., Agastache nepetoides (L.) Kuntze, Agastache pallida (Lindl.) Cory, Agastache pallidiflora (A.Heller) Rydb., Agastache pringlei (Briq.) Lint & Epling, Agastache rugosa (Fisch. & C.A.Mey.) Kuntze, Agastache rupestris (Greene) Standl., Agastache urticifolia (Benth.) Kuntze, Agastachys odorata R.Br., Agathis lanceolata Warb., Agathis macrophylla (Lindl.) Mast., Agathis montana de Laub., Agathis moorei (Lindl.) Mast., Agathis ovata (C.Moore ex Vieill.) Warb., Agathis robusta (C.Moore ex F.Muell.) F.M.Bailey, Agathosma betulina (Bergius) Pillans, Agathosma cerefolium (Vent.) Bartl. & H.L.Wendl., Agathosma ciliaris (L.) Druce, Agathosma crenulata (L.) Pillans, Agathosma ovata (Thunb.) Pillans, Agathosma serpyllacea Licht. ex Schult., Agave albescens Trel., Agave americana L., Agave amica (Medik.) Thiede & Govaerts, Agave angustifolia Haw., Agave applanata K.Koch, Agave ×arizonica Gentry & J.H.Weber, Agave asperrima Jacobi, Agave atrovirens Karw. ex Salm-Dyck, Agave attenuata Salm-Dyck, Agave avellanidens Trel., Agave bovicornuta Gentry, Agave bracteosa S.Watson ex Engelm., Agave cerulata Trel., Agave chrysantha Peebles, Agave coetocapnia (M.Roem.) Govaerts & Thiede, Agave colorata Gentry, Agave datylio F.A.C.Weber, Agave dealbata É.Morren ex K.Koch, Agave decipiens Baker, Agave deserti Engelm., Agave dussiana Trel., Agave filifera Salm-Dyck, Agave funkiana K.Koch & C.D.Bouché, Agave geminiflora (Tagl.) Ker Gawl., Agave ghiesbreghtii Verschaff., Agave gigantensis Gentry, Agave gracilipes Trel., Agave guadalajarana Trel., Agave guiengola Gentry, Agave havardiana Trel., Agave howardii (Verh.-Will.) Thiede & Eggli, Agave isthmensis A.García-Mend. & F.Palma, Agave jaliscana (Rose) A.Berger, Agave karwinskii Zucc., Agave kerchovei Lem., Agave lechuguilla Torr., Agave longiflora (Rose) G.D.Rowley, Agave macracantha Zucc., Agave macroacantha Zucc., Agave maculata Regel, Agave marmorata Roezl, Agave mckelveyana Gentry, Agave mitis Mart., Agave multifilifera Gentry, Agave neonelsonii Thiede & Eggli, Agave nizandensis Cutak, Agave obscura Schiede ex Schltdl., Agave ocahui Gentry, Agave pachycentra Trel., Agave palmeri Engelm., Agave parrasana A.Berger, Agave parryi Engelm., Agave parviflora Torr., Agave pelona Gentry, Agave polianthiflora Gentry, Agave polyacantha Haw., Agave potatorum Zucc., Agave salmiana Otto ex Salm-Dyck, Agave schidigera Lem., Agave schottii Engelm., Agave sebastiana Greene, Agave shawii Engelm., Agave sileri (Verh.-Will.) Thiede & Eggli, Agave singuliflora (S.Watson) A.Berger, Agave sisalana Perrine, Agave striata Zucc., Agave stricta Salm-Dyck, Agave subsimplex Trel., Agave tequilana F.A.C.Weber, Agave titanota Gentry, Agave toumeyana Trel., Agave univittata Haw., Agave utahensis Engelm., Agave variegata Jacobi, Agave victoriae-reginae T.Moore, Agave vilmoriniana A.Berger, Agave virginica L., Agave vivipara L., Agave ×winteriana A.Berger, Agave xylonacantha Salm-Dyck, Agave zebra Gentry, Agdestis clematidea Moc. & Sessé ex DC., Ageratina adenophora (Spreng.) R.M.King & H.Rob., Ageratina altissima (L.) R.M.King & H.Rob., Ageratina ligustrina (DC.) R.M.King & H.Rob., Ageratina riparia (Regel) R.M.King & H.Rob., Ageratum conyzoides L., Ageratum houstonianum Mill., Aglaia samoensis A.Gray, ×Aglaonaria robertsii Hoshiz., Aglaonema commutatum Schott, Aglaonema marantifolium Blume, Aglaonema modestum Schott ex Engl., Aglaonema nitidum (Jack) Kunth, Aglaonema pictum (Roxb.) Kunth, Aglaonema robeleynii (Van Geert) Pitcher & Manda, Aglaonema simplex (Blume) Blume, Agonis baxteri (Benth.) J.R.Wheeler & N.G.Marchant, Agonis flexuosa (Muhl. ex Willd.) Sweet, Agonis grandiflora Benth., Agonis linearifolia Lindl., Agonis marginata Schauer, 1844, Agrimonia eupatoria L., Agrimonia gryposepala Wallr., Agrimonia parviflora Aiton, Agrimonia procera Wallr., ×Agropogon lutosus (Poir.) P.Fourn., Agropyron cristatum (L.) Gaertn., Agropyron desertorum (Fisch. ex Link) Schult., Agropyron fragile (Roth) P.Candargy, Agrostemma githago L., Agrostis capillaris L., Agrostis castellana Boiss. & Reut., Agrostis gigantea Roth, Agrostis hyemalis (Walter) Britton, Sterns & Poggenb., Agrostis idahoensis Nash, Agrostis montevidensis Spreng. ex Nees, Agrostis perennans (Walter) Tuck., Agrostis pilosula Trin., Agrostis rupestris All., Agrostis scabra Willd., Agrostis stolonifera L., Agrostis subulata Hook.f., Agrostis vinealis Schreb., Ailanthus altissima (Mill.) Swingle, Aiphanes erosa Lindl., Aiphanes hirsuta Burret, Aiphanes horrida (Jacq.) Burret, Aiphanes lindeniana (H.Wendl.) H.Wendl., Aira caryophyllea L., Aira cupaniana Guss., Aira praecox L., Ajania pacifica (Nakai) K.Bremer & Humphries, Ajania tibetica (Hook.fil. & Thomson) Tzvelev, Ajuga australis R.Br., Ajuga chamaepitys (L.) Schreb., Ajuga decumbens Thunb., Ajuga integrifolia Buch.-Ham. ex D.Don, Ajuga lobata D.Don, Ajuga pyramidalis L., Ajuga reptans L., Akebia quinata (Houtt.) Decne., Akebia trifoliata (Thunb.) Koidz., Alamania punicea Lex., Alangium chinense (Lour.) Harms, Alangium platanifolium (Siebold & Zucc.) Harms, Alberta magna E.Mey., Albizia adianthifolia (Schumach.) W.Wight, Albizia crassiramea Lace, Albizia edwallii (Hoehne) Barneby & J.W.Grimes, Albizia julibrissin Durazz., Albizia kalkora (Roxb.) Prain, Albizia lebbeck (L.) Benth., Albuca aurea Jacq., Albuca bracteata (Thunb.) J.C.Manning & Goldblatt, Albuca canadensis (L.) F.M.Leight., Albuca humilis Baker, Albuca juncifolia Baker, Albuca longifolia Baker, Albuca nelsonii N.E.Br., Albuca shawii Baker, Albuca spiralis L.f., Albuca virens (Lindl.) J.C.Manning & Goldblatt, Alcantarea geniculata (Wawra) J.R.Grant, Alcantarea imperialis (Carrière) Harms, Alcantarea odorata (Leme) J.R.Grant, Alcantarea regina (Vell.) Harms, Alcantarea vinicolor (E.Pereira & Reitz) J.R.Grant, Alcea biennis Winterl, Alcea pallida Besser, 1822, Alcea rosea L., Alcea rugosa Alef., Alchemilla conjuncta Bab., Alchemilla ellenbeckii Engl., Alchemilla epipsila Juz., Alchemilla erythropoda Juz., Alchemilla faeroensis (Lange) Buser, Alchemilla micans Buser, Alchemilla mollis (Buser) Rothm., Alchemilla monticola Opiz, Alchemilla saxatilis Buser, Alchemilla ×splendens Christ ex Favrat, Alchemilla vallesiaca Rothm., Alchemilla vulgaris L., Alchornea trewioides (Benth.) Müll.Arg., Alectra orobanchoides Benth., Alectra sessiliflora (Vahl) Kuntze, Aletris farinosa L., Aleurites moluccanus (L.) Willd., Alibertia patinoi (Cuatrec.) Delprete & C.H.Perss., Aliciella haydenii (A.Gray) J.M.Porter, Alisma canaliculatum A.Braun & C.D.Bouché, Alisma gramineum Lej., Alisma lanceolatum With., Alisma parviflorum Raf., 1840, Alisma plantago-aquatica L., Alisma subcordatum Raf., Alisma triviale Pursh, Alkanna incana Boiss., Alkanna tinctoria (L.) Tausch, Alkekengi officinarum Moench, Allagoptera arenaria (Gomes) Kuntze, Allagoptera campestris (Mart.) Kuntze, Allagoptera caudescens (Mart.) Kuntze, Allamanda blanchetii A.DC., Allamanda cathartica L., Allamanda laevis Markgr., Allamanda oenotherifolia Pohl, Allamanda schottii Pohl, Allardia glabra DC., Allardia tomentosa DC., Alliaria petiolata (M.Bieb.) Cavara & Grande, Allisonia cockaynei (K.I.Goebel) R.M.Schust., Allisoniella nigra (Rodway) R.M.Schust.)", "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence, Material citation, Living Specimen)", "CoordinateUncertaintyInMeters is less than or equal to 10000", "HasCoordinate is true", "HasGeospatialIssue is false" ] } The dataset includes 3258655 records from 2540 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010787-230918134249559/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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.602
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.604

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 head0.045
GPT teacher head0.276
Teacher spread0.231 · 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; both teacher heads agree on what is shown here.

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
Published2023
Admission routes1
Has abstractyes

Explore more

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