Bibliographic record
Abstract
A dataset containing 5182213 species occurrences available in GBIF matching the query: { "and" : [ "TaxonKey is one of (Quercus acatenangensis Trel., Quercus acerifolia (E.J.Palmer) Stoynoff & W.J.Hess ex R.J.Jensen, Quercus acherdophylla Trel., 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 ariifolia Trel., 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, Quercus baniensis A.Camus, 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 blaoensis A.Camus, 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 bumelioides Liebm., Quercus calophylla Schltdl. & Cham., Quercus cambodiensis Hickel & A.Camus, Quercus camusiae Trel. ex Hickel & A.Camus, 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 centenaria L.M.González, Quercus cerris L., Quercus championii Benth., Quercus chapensis Hickel & A.Camus, 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 confertifolia Bonpl., Quercus congesta C.Presl, Quercus convallata Trel., Quercus conzattii Trel., Quercus cornelius-mulleri Nixon & K.P.Steele, Quercus corrugata Hook., Quercus cortesii Liebm., Quercus costaricensis Liebm., Quercus crassifolia Bonpl., Quercus crassipes Bonpl., Quercus crispifolia Trel., Quercus crispipilis Trel., Quercus cualensis L.M.González, Quercus cupreata Trel. & C.H.Müll., 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 Hickel & A.Camus, 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 donnaiensis A.Camus, 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 graciliformis C.H.Mull., 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 gulielmi-treleasei C.H.Mull., Quercus guyavifolia H.Lév., Quercus hartwissiana Steven, Quercus havardii Rydb., 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 Sm., Quercus lanata Sm., Quercus lancifolia Schltdl. & Cham., Quercus langbianensis Hickel & A.Camus, Quercus laurifolia Michx., Quercus laurina Bonpl., Quercus lenticellata Barnett, Quercus liaoi C.F.Shen, Quercus libani G.Olivier, Quercus liboensis Z.K.Zhou, Quercus liebmannii Oerst. ex Trel., Quercus lineata Blume, Quercus litseoides Dunn, Quercus lobata Née, Quercus lobbii Hook.f. & Thomson ex Ettingsh., Quercus lodicosa O.E.Warb. & E.F.Warb., Quercus longinux Hayata, Quercus longispica (Hand.-Mazz.) A.Camus, Quercus look Kotschy, Quercus lowii King, Quercus lungmaiensis (Hu) C.C.Huang & Y.T.Chang, Quercus lusitanica Lam., Quercus lyrata Walter, Quercus macdougallii Martínez, Quercus macranthera Fisch. & C.A.Mey. ex Hohen., Quercus macrocalyx Hickel & A.Camus, Quercus macrocarpa Michx., Quercus magnoliifolia Née, Quercus mangdenensis H.T.Binh & Ngoc, 2022, Quercus margarettae (Ashe) Small, Quercus marilandica (L.) Münchh., Quercus marlipoensis Hu & W.C.Cheng, Quercus martinezii C.H.Mull., Quercus mcvaughii Spellenb., Quercus meavei Valencia-A, Sabas & O.J.Soto, Quercus melissae Nixon & Barrie, Quercus merrillii Seemen, Quercus mespilifolia Wall. ex A.DC., Quercus mexiae L.M.González, Quercus mexicana Bonpl., Quercus michauxii Nutt., Quercus minima (Sarg.) Small, Quercus miyagii Koidz., Quercus mohriana Buckley ex Rydb., Quercus mongolica Fisch. ex Ledeb., Quercus monimotricha (Hand.-Mazz.) Hand.-Mazz., Quercus monnula Y.C.Hsu & H.Wei Jen, Quercus montana Willd., Quercus morii Hayata, Quercus motuoensis C.C.Huang, Quercus muehlenbergii Engelm., Quercus mulleri Martínez, Quercus myrsinifolia Blume, Quercus myrtifolia Willd., Quercus nigra L., Quercus ningangensis (W.C.Cheng & Y.C.Hsu) C.C.Huang, Quercus ningqiangensis S.Z.Qu & W.H.Zhang, Quercus nivea King, Quercus nixoniana S.Valencia & Lozada-Pérez, Quercus obconicus Z.K.Zhou, Quercus L., Quercus oblongifolia Torr., Quercus obtusata Bonpl., Quercus oglethorpensis W.H.Duncan, Quercus oidocarpa Korth., Quercus oleoides Schltdl. & Cham., Quercus oxyodon Miq., Quercus oxyphylla (E.H.Wilson) Hand.-Mazz., Quercus pachyloma Seemen, Quercus pacifica Nixon & C.H.Müll., Quercus pagoda Raf., Quercus palmeri (Engelm.) Engelm., Quercus palustris Münchh., Quercus pannosa Hand.-Mazz., Quercus parvula Greene, Quercus pauciradiata Penas, Llamas, Pérez Morales & Acedo, Quercus paxtalensis C.H.Mull., Quercus peduncularis Née, Quercus peninsularis Trel., Quercus pentacycla Y.T.Chang, Quercus percoriacea Soepadmo, Quercus perpallida Trel., Quercus persica Jaub. & Spach, Quercus petelotii A.Camus, Quercus petraea (Matt.) Liebl., Quercus phanera Chun, Quercus phellos L., Quercus phillyreoides A.Gray, Quercus pinbianensis (Y.C.Hsu & H.Wei Jen) C.C.Huang & Y.T.Chang, Quercus pinnativenulosa C.H.Mull., Quercus planipocula Trel., Quercus platycalyx Hickel & A.Camus, Quercus poilanei Hickel & A.Camus, Quercus polymorpha Schltdl. & Cham., Quercus pontica K.Koch, Quercus porphyrogenita Trel., Quercus potosina Trel., Quercus praeco Trel., Quercus pringlei Seemen ex Loes., Quercus prinoides Willd., Quercus protoroburoides Donchev & Bouzov ex Tashev & Tsavkov, Quercus pseudosetulosa Q.S.Li & T.Y.Tu, Quercus pseudoverticillata Soepadmo, Quercus pubescens Willd., Quercus pungens Liebm., Quercus purulhana Trel., Quercus pyrenaica Willd., Quer
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.007 | 0.010 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.234 | 0.363 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".