Bibliographic record
Abstract
A dataset containing 5341389 species occurrences available in GBIF matching the query: { "and" : [ "TaxonKey is one of (Quercus chenii Nakai, Quercus senescens Hand.-Mazz., Quercus pachyloma Seemen, Quercus persica Jaub. & Spach, Quercus spinosa David, Quercus cambodiensis Hickel & A.Camus, Quercus incana W.Bartram, Quercus montana Willd., Quercus ramsbottomii A.Camus, Quercus longinux Hayata, Quercus macranthera Fisch. & C.A.Mey. ex Hohen., Quercus lusitanica Lam., Quercus segoviensis Liebm., Quercus ilex L., Quercus baronii Skan, Quercus lodicosa O.E.Warb. & E.F.Warb., Quercus carmenensis C.H.Mull., Quercus grahamii Benth., Quercus oleoides Schltdl. & Cham., Quercus hypoleucoides A.Camus, Quercus coccifera L., Quercus castanea Née, Quercus iltisii L.M.González, Quercus baloot Griff., Quercus ariifolia Trel., Quercus chevalieri Hickel & A.Camus, Quercus cortesii Liebm., Quercus undata Trel., Quercus carduchorum K.Koch, Quercus macrocarpa Michx., Quercus gambleana A.Camus, Quercus sichourensis (Y.C.Hsu) C.C.Huang & Y.T.Chang, Quercus oidocarpa Korth., Quercus skinneri Benth., Quercus utilis Hu & W.C.Cheng, Quercus lancifolia Schltdl. & Cham., Quercus laeta Liebm., Quercus sororia Liebm., Quercus bambusifolia Hance, Quercus conzattii Trel., Quercus flocculenta C.H.Mull., Quercus pontica K.Koch, Quercus hemisphaerica W.Bartram ex Willd., Quercus honbaensis H.T.Binh, Tagane & Yahara, Quercus potosina Trel., Quercus arizonica Sarg., Quercus radiata Trel., Quercus aerea Trel., Quercus shennongii C.C.Huang & S.H.Fu, Quercus dolicholepis A.Camus, Quercus polymorpha Schltdl. & Cham., Quercus rex Hemsl., Quercus gambelii Nutt., Quercus tuitensis L.M.González, Quercus helferiana A.DC., Quercus argyrotricha A.Camus, Quercus morii Hayata, Quercus baniensis A.Camus, Quercus dongfangensis C.C.Huang, F.W.Xing & Ze X.Li, Quercus infectoria G.Olivier, Quercus kerangasensis Soepadmo, Quercus chrysocalyx Hickel & A.Camus, Quercus invaginata Trel., Quercus mexiae L.M.González, Quercus macdougallii Martínez, Quercus lyrata Walter, Quercus stewardiana A.Camus, Quercus ichnusae Mossa, Bacch. & Brullo, Quercus crispifolia Trel., Quercus mespilifolia Wall. ex A.DC., Quercus cedrosensis C.H.Mull., Quercus arbutifolia Hickel & A.Camus, Quercus rehderiana Hand.-Mazz., Quercus nivea King, Quercus langbianensis Hickel & A.Camus, Quercus robusta C.H.Mull., Quercus subspathulata Trel., Quercus resinosa Liebm., Quercus berberidifolia Liebm., Quercus brandegeei Goldman, Quercus xalapensis Bonpl., Quercus mongolica Fisch. ex Ledeb., Quercus rekonis Trel., Quercus durata Jeps., Quercus albicaulis Chun & W.C.Ko, Quercus alnifolia Poech, Quercus lungmaiensis (Hu) C.C.Huang & Y.T.Chang, Quercus motuoensis C.C.Huang, Quercus peninsularis Trel., Quercus ningqiangensis S.Z.Qu & W.H.Zhang, Quercus glaucescens Bonpl., Quercus poilanei Hickel & A.Camus, Quercus perpallida Trel., Quercus barrancana Spellenb., Quercus mohriana Buckley ex Rydb., Quercus treubiana Seemen, Quercus championii Benth., Quercus centenaria L.M.González, Quercus kingiana Craib, Quercus daimingshanensis (S.K.Lee) C.C.Huang, Quercus deserticola Trel., Quercus canariensis Willd., Quercus purulhana Trel., Quercus oglethorpensis W.H.Duncan, Quercus suber L., Quercus geminata Small, Quercus martinezii C.H.Mull., Quercus gracilenta Chun, Quercus phanera Chun, Quercus tiaoloshanica Chun & W.C.Ko, Quercus greggii (A.DC.) Trel., Quercus hartwissiana Steven, Quercus pinbianensis (Y.C.Hsu & H.Wei Jen) C.C.Huang & Y.T.Chang, Quercus litseoides Dunn, Quercus ningangensis (W.C.Cheng & Y.C.Hsu) C.C.Huang, Quercus fusiformis Small, Quercus pubescens Willd., Quercus canbyi Trel., Quercus aristata Hook. & Arn., Quercus aucheri Jaub. & Spach, Quercus germana Schltdl. & Cham., Quercus marlipoensis Hu & W.C.Cheng, Quercus garryana Douglas ex Hook., Quercus chihuahuensis Trel., Quercus saltillensis Trel., Quercus humboldtii Bonpl., Quercus laceyi Small, Quercus longispica (Hand.-Mazz.) A.Camus, Quercus bella Chun & Tsiang, Quercus boyntonii Beadle, Quercus crassifolia Bonpl., Quercus shangxiensis Z.K.Zhou, Quercus ignaciensis C.H.Mull., Quercus tsinglingensis S.L.Liou ex S.Z.Qu & W.H.Zhang, Quercus acutissima Carruth., Quercus aliena Blume, Quercus sinuata Walter, Quercus aquifolioides Rehder & E.H.Wilson, Quercus vicentensis Trel., Quercus jonesii Trel., Quercus austrocochinchinensis Hickel & A.Camus, Quercus pauciradiata Penas, Llamas, Pérez Morales & Acedo, Quercus paxtalensis C.H.Mull., Quercus convallata Trel., Quercus toxicodendrifolia Trel., Quercus calophylla Schltdl. & Cham., Quercus costaricensis Liebm., Quercus toumeyi Sarg., Quercus verde C.H.Mull., Quercus lenticellata Barnett, Quercus semiserrata Roxb., Quercus monimotricha (Hand.-Mazz.) Hand.-Mazz., Quercus semecarpifolia Sm., Quercus myrsinifolia Blume, Quercus albocincta Trel., Quercus trojana Webb, Quercus gaharuensis Soepadmo, Quercus tinkhamii C.H.Mull., Quercus platycalyx Hickel & A.Camus, Quercus look Kotschy, Quercus ungeri Kotschy, Quercus pungens Liebm., Quercus velutina Lam., Quercus vestita Griff., Quercus dentata Thunb., Quercus shingjenensis Y.T.Chang, Quercus gilliana Rehder & E.H.Wilson, Quercus disciformis Chun & Tsiang, Quercus ciliaris C.C.Huang & Y.T.Chang, Quercus blakei Skan, Quercus engelmannii Greene, Quercus scytophylla Liebm., Quercus gulielmi-treleasei C.H.Mull., Quercus laurina Bonpl., Quercus liaoi C.F.Shen, Quercus argentata Korth., Quercus frutex Trel., Quercus valdinervosa Soepadmo, Quercus griffithii Hook.f. & Thomson ex Miq., Quercus steenisii Soepadmo, Quercus pagoda Raf., Quercus mcvaughii Spellenb., Quercus glaucoides M.Martens & Galeotti, Quercus pannosa Hand.-Mazz., Quercus uxoris McVaugh, Quercus tardifolia C.H.Mull., Quercus blaoensis A.Camus, Quercus corrugata Hook., Quercus prinoides Willd., Quercus laevis Walter, Quercus dankiaensis A.Camus, Quercus tungmaiensis Y.T.Chang, Quercus floribunda Lindl. ex A.Camus, Quercus delicatula Chun & Tsiang, Quercus fimbriata Y.C.Hsu & H.Wei Jen, Quercus vulcanica Boiss. & Heldr. ex Kotschy, Quercus alba L., Quercus nigra L., Quercus cerris L., Quercus ithaburensis Decne., Quercus praeco Trel., Quercus oxyodon Miq., Quercus edithiae Skan, Quercus edwardsiae C.H.Mull., Quercus emoryi Torr., Quercus cocciferoides Hand.-Mazz., Quercus lineata Blume, Quercus faginea Lam., Quercus bawanglingensis C.C.Huang, Ze X.Li & F.W.Xing, Quercus petraea (Matt.) Liebl., Quercus merrillii Seemen, Quercus semiserratoides (Y.C.Hsu & H.Wei Jen) C.C.Huang & Y.T.Chang, Quercus setulosa Hickel & A.Camus, Quercus afares Pomel, Quercus cualensis L.M.González, Quercus similis Ashe, Quercus urbani Trel., Quercus turbinella Greene, Quercus sideroxyla Bonpl., Quercus fulva Liebm., Quercus delgadoana S.Valencia, Nixon & L.M.Kelly, Quercus dilacerata Hickel & A.Camus, Quercus stenophylloides Hayata, Quercus virginiana Mill., Quercus meavei Valencia-A, Sabas & O.J.Soto, Quercus macrocalyx Hickel & A.Camus, Quercus elliptica Née, Quercus acrodonta Seemen, Quercus guyavifolia H.Lév., Quercus monnula Y.C.Hsu & H.Wei Jen, Quercus camusiae Trel. ex Hickel & A.Camus, Quercus eumorpha Kurz, Quercus rubramenta Trel., Quercus engleriana Seemen, Quercus brevicalyx A.Camus, Quercus depressa Bonpl., Quercus sapotifolia Liebm., Quercus hondae Makino, Quercus variabilis Blume, Quercus vaseyana Buckley, Quercus arkansana Sarg., Quercus quangtriensis Hickel & A.Camus, Quercus subsericea A.Camus, Quercus augustini Skan, Quercus diversifolia Née, Quercus baolamensis H.T.Binh & Ngoc, Quercus rysophylla Weath., Quercus sapotifolia Liebm., Quercus acuta Thunb., Quercus benthamii A.DC., Quercus bicolor Willd., Quercus inopina Ashe, Quercus havardii Rydb., Quercus ilicifolia Wangenh., Quercus fabrei Hance, Quercus marilandica (L.) Münchh., Quercus hirtifolia M.L.Vázquez, S.Valencia & Nixon, Quercus insignis M.Martens & Galeotti, Quercus jinpinensis (Y.C.Hsu & H.Wei Jen) C.C.Huang, Quercus percoriacea Soepadmo, Quercus myrtifolia Willd., Quercus rubra L., Quercus salicifolia Née, Quercus salicina Blume, Quercus lanata Sm., Quercus schottkyana Rehder & E.H.Wilson, Quercus liboensis Z.K.Zhou, Quercus liebmannii Oerst. ex Trel., Quercus ajoensis C.H.Mull., Quercus conduplicans Chun, Quercus libani G.Olivier, Quercus cornelius-mulleri Nixon & K.P.Steele, Quercus brantii Lindl., Quercus delavayi Franch., Quercus breedloveana Nixon & Barrie, Quercus buckleyi Nixon & Dorr, Quercus oxyphylla (E.H.Wilson) Hand.-Mazz., Quercus frainetto Ten., Quercus elevaticostata (Q.F.Zheng) C.C.Huang, Quercus chrysotricha A.Camus, Quercus obconicus Z.K.Zhou, Quercus planipocula Trel., Quercus lobata Née, Quercus pyrenaica Willd., Quercus crassipes Bonpl., Quercus laurifolia Michx., Quercus confertifolia Bonpl., Quercus bidoupensis H.T.Binh & Ngoc, Quercus thorelii Hickel & A.Camus, Quercus falcata Michx., Quercus douglasii Hook. & Arn., Quercus cambodiensis Hickel & A.Camus, Quercus annulata Sm., Quercus crispipilis Trel., Quercus agrifolia Née, Quercus nixoniana S.Valencia & Lozada-Pérez, Quercus shumardii Buckley, Quercus wutaishanica Mayr, Quercus glauca Thunb., Quercus obtusata Bonpl., Quercus glabrescens Benth., Quercus castaneifolia C.A.Mey., Quercus gilva Blume, Quercus mulleri Martínez, Quercus pinnativenulosa C.H.Mull., Quercus fuliginosa Chun & W.C.Ko, Quercus kouangsiensis A.Camus, Quercus sarahmariae Nixon & Barrie, Quercus eduardi Trel., Quercus coccinea Münchh., Quercus franchetii Skan, Quercus acherdophylla Trel., Quercus hintonii E.F.Warb., Quercus protoroburoides Donchev & Bouzov ex Tashev & Tsavkov, Quercus xanthotricha A.Camus, Quercus hypargyrea (Seemen ex Diels) C.C.Huang & Y.T.Chang, Quercus pseudosetulosa Q.S.Li & T.Y.Tu, Qu
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) | 0.229 | 0.357 |
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".