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Record W4396064995 · doi:10.15468/dl.fwn24p

Occurrence Download

2020· dataset· en· W4396064995 on OpenAlexaboutno aff

Bibliographic record

VenueGlobal Biodiversity Information Facility · 2020
Typedataset
Languageen
FieldAgricultural and Biological Sciences
TopicFern and Epiphyte Biology
Canadian institutionsnot available
Fundersnot available
KeywordsDownloadComputer scienceWorld Wide Web

Abstract

fetched live from OpenAlex

A dataset containing 1228036 species occurrences available in GBIF matching the query: { "TaxonKey" : [ "is one of (Abarema abbottii (Rose & Leonard) Barneby & J.W.Grimes, Abarema acreana (J.F.Macbr.) L.Rico, Acacia oswaldii F.Muell., Acacia ouyrarema (Aubl.) DC., Acacia oxycedrus Sieber ex DC., Acacia pachyacra Maiden & Blakely, Acacia pachycarpa F.Muell. ex Benth., Acacia pachyceras Sw., Acacia palustris Luehm., Acacia papyrocarpa Benth., Acacia paradoxa DC., Alangium javanicum (Blume) Wangerin, Alangium kayuniga K.M.Wong, Alangium kurzii Craib, Alangium longiflorum Merr., Alangium maliliense Bloemb., Alangium nobile (C.B.Clarke) Harms, Alangium platanifolium (Siebold & Zucc.) Harms, Alangium premnifolium Ohwi, Alangium qingchuanense M.Y.He, Alangium ridleyi King, Alangium rotundifolium (Hassk.) Bloemb., Alangium salviifolium (L.f.) Wangerin, Alangium sinicum (Nakai) S.Y.Hu, Spongberg & Z.Cheng, Alangium taiwanianum Masam., Alangium tetrandrum R.H.Miao, Alangium tonkinense Gagnep., Alangium uniloculare (Griff.) King, Alangium villosum (Blume) Wangerin, Alangium yunnanense C.Y.Wu ex W.P.Fang, Alantsilodendron decaryanum (R.Vig.) Villiers, Alantsilodendron pilosum Villiers, Alatococcus siqueirae Acev.-Rodr., Alberta magna E.Mey., Albizia acle (Blanco) Merr., Albizia adianthifolia (Schumach.) W.Wight, Albizia adinocephala (Donn.Sm.) Britton & Rose ex Record, Albizia altissima Hook.f., Albizia amara (Roxb.) Boivin, Albizia androyensis Capuron, Albizia anthelmintica (A.Rich.) Brongn., Albizia antunesiana Harms, Albizia arenicola R.Vig., Albizia attopeuensis (Pierre) I.C.Nielsen, Albizia aurisparsa (Drake) R.Vig., Albizia aylmeri Hutch., Albizia balabaka Capuron, Albizia barinensis Cárdenas, Albizia bernieri E.Fourn. ex Villiers, Albizia berteroana (Balb. ex DC.) M.Gómez, Albizia boinensis R.Vig., Albizia boivinii E.Fourn., Albizia brevifolia Schinz, Albizia buntingii Barneby & J.W.Grimes, Albizia burkartiana Barneby & J.W.Grimes, Albizia burmanica I.C.Nielsen, Albizia calcarea Y.H.Huang, Albizia canescens Benth., Albizia carbonaria Britton, Albizia carrii Kanis, Albizia chevalieri Harms, Albizia chinensis (Osbeck) Merr., Albizia coriaria Welw. ex Oliv., Albizia coripatensis (Rusby) Schery, Albizia corniculata (Lour.) Druce, Albizia crassiramea Lace, Albizia dolichadena (Kosterm.) I.C.Nielsen, Albizia duckeana L.Rico, Albizia duclouxii Gagnep., Albizia edwallii (Hoehne) Barneby & J.W.Grimes, Albizia elegans Kurz, Albizia eriorhachis Harms, Albizia ferruginea (Guill. & Perr.) Benth., Albizia forbesii Benth., Albizia garrettii I.C.Nielsen, Albizia glaberrima (Schumach. & Thonn.) Benth., Albizia glabripetala (H.S.Irwin) G.J.Lewis & P.E.Owen, Albizia grandibracteata Taub., Albizia greveana (Baill.) R.Baron, Albizia guillainii Guillaumin, Albizia gummifera (J.F.Gmel.) C.A.Sm., Albizia harveyi E.Fourn., Albizia inundata (Mart.) Barneby & J.W.Grimes, Albizia isenbergiana (A.Rich.) E.Fourn., Albizia jaubertiana E.Fourn., Albizia julibrissin Durazz., Albizia kalkora (Roxb.) Prain, Albizia kostermansii I.C.Nielsen, Albizia lankaensis Kosterm., Albizia lathamii Hole, Albizia laurentii De Wild., Albizia lebbeck (L.) Benth., Albizia lebbekoides (DC.) Benth., Albizia leonardii Britton & Rose ex Barneby & J.W.Grimes, Albizia lucidior (Steud.) I.C.Nielsen, Albizia mahalao Capuron, Albizia mainaea Villiers, Albizia malacophylla (A.Rich.) Walp., Albizia morombensis Capuron, Albizia mossamedensis Torre, Albizia myriophylla Benth., Albizia nayaritensis Britton & Rose, Albizia niopoides (Spruce ex Benth.) Burkart, Albizia numidarum Capuron, Albizia obbiadensis (Chiov.) Brenan, Albizia obliquifoliolata De Wild., Albizia odorata R.Vig., Albizia odoratissima (L.f.) Benth., Albizia papuensis Verdc., Albizia pedicellata Baker ex Benth., Albizia perrieri (Drake) R.Vig., Albizia petersiana (Bolle) Oliv., Albizia philippinensis I.C.Nielsen, Albizia pistaciifolia (Willd.) Barneby & J.W.Grimes, Albizia poilanei I.C.Nielsen, Albizia polycephala (Benth.) Killip, Albizia polyphylla E.Fourn., Albizia procera (Roxb.) Benth., Albizia retusa Benth., Albizia rhombifolia Benth., Albizia rosulata (Kosterm.) I.C.Nielsen, Albizia rufa (Hassk.) Benth., Albizia sahafariensis Capuron, Albizia saponaria (Lour.) Blume ex Miq., Albizia schimperiana Oliv., Albizia sherriffii Baker f., Albizia sinaloensis Britton & Rose, Albizia splendens Miq., Albizia subdimidiata (Splitg.) Barneby & J.W.Grimes, Albizia suluensis Gerstner, Albizia tanganyicensis Baker f., Albizia thompsonii Brandis, Albizia tomentella Miq., Albizia tomentosa (Micheli) Standl., Albizia tulearensis R.Vig., Albizia vaughanii Brenan, Albizia verrucosa Capuron, Albizia versicolor Welw. ex Oliv., Albizia vialeana Pierre, Albizia viridis E.Fourn., Albizia welwitschii Oliv., Albizia westerhuisii I.C.Nielsen, Albizia xerophytica J.Linares, Albizia zimmermannii Harms, Albizia zygia (DC.) J.F.Macbr., Alchornea acutifolia Müll.Arg., Alchornea alnifolia (Bojer ex Baill.) Pax & K.Hoffm., Alchornea anamariae Secco, Alchornea aquifolia Domin, Alchornea bogotensis Pax & K.Hoffm., Alchornea brittonii Secco, Alchornea castaneifolia (Humb. & Bonpl. ex Willd.) A.Juss., Alchornea chiapasana Miranda, Alchornea coelophylla Pax & K.Hoffm., Alchornea cordifolia (Schumach. & Thonn.) Müll.Arg., Alchornea costaricensis Pax & K.Hoffm., Alchornea discolor Poepp., Alchornea floribunda Müll.Arg., Alchornea fluviatilis Secco, Alchornea glandulosa Poepp., Alchornea grandiflora Müll.Arg., Alchornea grandis Benth., Alchornea guatemalensis Lundell, Alchornea hilariana Baill., Alchornea hirtella Benth., Alchornea humbertii Leandri, Alchornea integrifolia Pax & K.Hoffm., Alchornea latifolia Sw., Alchornea laxiflora (Benth.) Pax & K.Hoffm., Alchornea lojaensis Secco, Alchornea megalophylla Müll.Arg., Alchornea mollis (Benth.) Müll.Arg., Alchornea occidentalis (Müll.Arg.) Pax & K.Hoffm., Alchornea parviflora (Benth.) Müll.Arg., Alchornea pearcei Britton, Alchornea perrieri Leandri, Alchornea rugosa (Lour.) Müll.Arg., Alchornea sidifolia Müll.Arg., Alchornea tachirensis Secco, Alchornea tiliifolia (Benth.) Müll.Arg., Alchornea triplinervia (Spreng.) Müll.Arg., Alchornea ulmifolia (Müll.Arg.) Hurus., Alchornea websteri Secco, Alchorneopsis floribunda (Benth.) Müll.Arg., Alchorneopsis portoricensis Urb., Aldina amazonica Stergios, Aldina aurea Cowan, Aldina berryi Cowan & Steyerm., Aldina discolor Spruce ex Benth., Aldina elliptica Cowan, Aldina heterophylla Benth., Aldina insignis (Benth.) Endl., Aldina kunhardtiana Cowan, Aldina latifolia Spruce ex Benth., Aldina macrophylla Spruce ex Benth., Aldina microphylla M.Yu.Gontsch. & Yakovlev, Aldina occidentalis Ducke, Aldina paulberryi Aymard, Aldina petiolulata Cowan, Aldina polyphylla Ducke, Aldina reticulata Cowan, Alectryon cardiocarpus Leenh., Alectryon carinatus Radlk., Alectryon coriaceus (Benth.) Radlk., Alectryon diversifolius (F.Muell.) S.T.Reynolds, Alectryon excelsus Gaertn., Alectryon forsythii (Maiden & Betche) Radlk., Alectryon fuscus Radlk., Alectryon glaber (Blume) Radlk., Alectryon grandifolius A.C.Sm., Alectryon kangeanensis Leenh., Alectryon kimberleyanus S.T.Reynolds, Alectryon laevis Radlk., Alectryon macrococcum Radlk., Alectryon myrmecophilus Leenh., Alectryon oleifolius (Desf.) S.T.Reynolds, Alectryon pubescens (S.T.Reynolds) S.T.Reynolds, Alectryon ramiflorus S.T.Reynolds, Alectryon repandodentatus Radlk., Alectryon reticulatus Radlk., Alectryon samoensis Christoph., Alectryon subcinereus (A.Gray) Radlk., Alectryon subdentatus (Benth.) Radlk., Alectryon tomentosus (F.Muell.) Radlk., Alectryon tropicus (S.T.Reynolds) S.T.Reynolds, Alectryon unilobatus S.T.Reynolds, Aleisanthia sylvatica Ridl., Aleisanthiopsis distantiflora (Merr.) Tange, Aleisanthiopsis multiflora Tange, Aleurites moluccanus (L.) Willd., Aleurites rockinghamensis (Baill.) P.I.Forst., Alexa bauhiniiflora Ducke, Alexa canaracunensis Pittier, Alexa confusa Pittier, Alexa cowanii Yakovlev, Alexa grandiflora Ducke, Alexa herminiana N.Ramírez, Alexa imperatricis (R.H.Schomb.) Baill., Alexa leiopetala Sandwith, Alexa surinamensis Yakovlev, Alexa wachenheimii Benoist, Alfaroa costaricensis Standl., Alfaroa guatemalensis (Standl.) L.O.Williams & Ant.Molina, Alfaroa manningii J.León, Alfaroa mexicana D.E.Stone, Alfaroa williamsii Ant.Molina, Algernonia amazonica (Emmerich) G.L.Webster, Algernonia bahiensis (Emmerich) G.L.Webster, Algernonia brasiliensis Baill., Algernonia dimitrii (Emmerich) G.L.Webster, Algernonia gibbosa (Pax & K.Hoffm.) Emmerich, Algernonia glazioui Emmerich, Algernonia kuhlmannii (Emmerich) G.L.Webster, Algernonia leandrii (Baill.) G.L.Webster, Algernonia obovata (Müll.Arg.) Müll.Arg., Algernonia pardina Croizat, Algernonia paulae Emmerich, Algernonia riedelii (Müll.Arg.) G.L.Webster, Alibertia atlantica (Dwyer) Delprete & C.H.Perss., Alibertia bertierifolia K.Schum., Alibertia claviflora K.Schum., Alibertia curviflora K.Schum., Alibertia dwyeri Delprete & C.H.Perss., Alibertia edulis (Rich.) A.Rich. ex DC., Alibertia latifolia (Benth.) K.Schum., Alibertia patinoi (Cuatrec.) Delprete & C.H.Perss., Alibertia sorbilis Huber ex Ducke, Alibertia utleyorum (Dwyer) C.M.Taylor, Alibertia verticillata (Ducke) W.Schultze-Motel, Allagoptera caudescens (Mart.) Kuntze, Allamanda weberbaueri Markgr., Allanblackia floribunda Oliv., Allanblackia gabonensis (Pellegr.) Bamps, Allanblackia kimbiliensis Spirlet, Allanblackia kisonghi Vermoesen, Allanblackia marienii Staner, Allanblackia staneriana Exell & Mendonça, Allanblackia stuhlmannii (Engl.) Engl., Allanblackia ulugurensis Engl., Allantoma decandra (Ducke) S.A.Mori, Ya Y.Huang & Prance, Allantoma integrifolia (Ducke) S.A.Mori, Ya Y.Huang & Prance, Allantoma kuhlmannii (Ducke) S.A.Mori, Ya Y.Huang & Prance, Allantoma lineata (Mart. ex O.Berg) Miers, Allantoma pachyantha (A.C.Sm.) S.A.Mori, Ya Y.

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 score0.790
Threshold uncertainty score0.702

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)0.2100.342

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 head0.021
GPT teacher head0.200
Teacher spread0.179 · 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
Published2020
Admission routes1
Has abstractyes

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