Bibliographic record
Abstract
A dataset containing 2262229 species occurrences available in GBIF matching the query: { "and" : [ "TaxonKey is one of (Abronia umbellata Lam., Abronia umbellata subsp. breviflora (Standl.) Munz, Acanthocinus obsoletus (Olivier, 1795), Acaulon muticum (Schreb. ex Hedw.) Müll.Hal., Acaulon muticum var. rufescens (A.Jaeger) H.A.Crum, Acella haldemani (Deshayes, 1867), Acipenser fulvescens Rafinesque, 1817, Acipenser fulvescens Rafinesque, 1817, Acipenser fulvescens Rafinesque, 1817, Acris blanchardi Harper, 1947, Acronicta albarufa Grote, 1874, Actaea racemosa L., Acupalpus indistinctus Dejean, 1831, Aflexia rubranura (DeLong, 1935), Aflexia rubranura (DeLong, 1935), Aflexia rubranura (DeLong, 1935), Agalinis purpurea var. purpurea, Agalinis skinneriana (Alph.Wood ex A.Gray) Britton, Agastache scrophulariifolia (Willd.) Kuntze, Agonum belleri (Hatch, 1933), Agonum deceptivum (LeConte, 1879), Agrilaxia flavimana (Gory, 1841), Agrilus egeniformis Champlain & Knull, 1923, Agrilus imbellis Crotch, 1873, Agrilus malvastri Fisher, 1928, Agrostis hyemalis (Walter) Britton, Sterns & Poggenb., Agrotis arenarius Neil, 1983, Agyneta evadens (Chamberlin, 1925), Alopias superciliosus Lowe, 1841, Altica knabii (Blatchley, 1910), Ambystoma mavortium Baird, 1850, Ambystoma tigrinum (Green, 1825), Ambystoma tigrinum (Green, 1825), Ambystoma tigrinum (Green, 1825), Amelanchier fernaldii Wiegand, Amerinus linearis (LeConte, 1863), Anaedus brunneus (Ziegler, 1844), Analetris eximia Edmunds, 1972, Anarhichas denticulatus Krøyer, 1845, Anarhichas minor Olafsen, 1772, Anaxyrus fowleri (Hinckley, 1882), Andreaea mutabilis Hook.f. & Wilson, Andreaea schofieldiana B.M.Murray, Andreaeobryum macrosporum Steere & B.M.Murray, Andrena berberidis Cockerell, 1905, Andrena caerulea Smith, 1879, Andrena cuneilabris Viereck, 1926, Andrena edwardsi Viereck, 1916, Andrena evoluta Linsley & MacSwain, 1961, Andrena fuscicauda (Viereck, 1904), Andrena nothocalaidis (Cockerell, 1905), Andrena porterae Cockerell, 1900, Andrena quintiliformis Viereck, 1917, Anelaphus pumilus (Newman, 1840), Animomyia hardwicki Rindge, 1974, Anisodactylus dulcicollis (LaFerté-Sénectère, 1841), Anisodactylus laetus Dejean, 1829, Antennaria pulcherrima subsp. eucosma (Fernald & Wiegand) R.J.Bayer, Anthidium mormonum Cresson, 1878, Anthoceros macounii M.Howe, Antrodiaetus cerberus Coyle, 1971, Antrodiaetus pugnax (Chamberlin, 1917), Apalone spinifera (Lesueur, 1827), Apalone spinifera spinifera, Apatania alberta Nimmo, 1971, Aphonus castaneus (Melsheimer, 1845), Apote robusta Caudell, 1907, Arabidopsis lyrata subsp. petraea (L.) O'Kane & Al-Shehbaz, Arctogeophilus insularis Attems, 1947, Argynnis bischoffi Edwards, 1871, Argynnis callippe chilcotinensis, Argynnis zerene Boisduval, 1852, Aristida dichotoma Michx., Aristida longespica var. geniculata (Raf.) Fernald, Aristida longespica var. longespica, Aristida purpurascens Poir., Aristida purpurascens var. purpurascens, Arnica griscomii subsp. griscomii, Artemisia globularia subsp. globularia, Asemum australe LeConte, 1850, Astragalus robbinsii var. fernaldii (Rydb.) Barneby, Astragalus sclerocarpus A.Gray, Astrophanes adonis Osten Sacken, 1886, Ataxia brunnea Champlain & Knull, 1926, Athysanella resusca Blocker & Wesley, 1985, Athysanella secunda Blocker & Wesley, 1985, Atoposmia copelandica (Cockerell, 1908), Atriplex glabriuscula var. franktonii (Tascher.) S.L.Welsh, Badister ferrugineus Dejean, 1831, Badister pulchellus LeConte, 1847, Baetis persecutor McDunnough, 1939, Balaenoptera borealis Lesson, 1828, Balaenoptera borealis Lesson, 1828, Balaenoptera borealis Lesson, 1828, Barbula amplexifolia (Mitt.) A.Jaeger, Barnea truncata (Say, 1822), Bartonia paniculata subsp. paniculata, Bartramia aprica Müll.Hal., Bartramia halleriana Hedw., Bathyphantes weyeri (Emerton, 1875), Batyle ignicollis (Say, 1824), Bembidion bowditchii LeConte, 1878, Bembidion nitidicolle Bousquet, 2006, Bembidion rufotinctum Chaudoir, 1868, Bisnius hyperboreus (J.Sahlberg, 1880), Bison bison bison, Blabomma californicum (Simon, 1895), Bledius nitidicollis J.L.LeConte, 1863, Bledius rubiginosus Erichson, 1840, Blepharostoma arachnoideum M.Howe, Boloria epithore sigridae (J.Shepard, 2001), Boloria eunomia nichollae (W.Barnes & Benjamin, 1926), Boloria Moore, 1900, Boloria natazhati nabokovi D.Stallings & Turner, 1947, Boloria natazhati natazhati, Bolshecapnia gregsoni (Ricker, 1965), Bolshecapnia rogozera (Ricker, 1965), Bombus affinis Cresson, 1863, Bombus bohemicus Seidl, 1838, Bombus kluanensis Williams & Cannings, 2016, Bombus mckayi Ashmead, 1902, Bombus morrisoni Cresson, 1879, Bombus occidentalis Greene, 1858, Bombus suckleyi Greene, 1860, Bombus terricola Kirby, 1837, Bombus vagans bolsteri Franklin, 1913, Bombus variabilis (Cresson, 1872), Boreus insulanus Blades, 2002, Boreus nix Carpenter, 1935, Boreus reductus Carpenter, 1933, Botrychium pallidum W.H.Wagner, Botrychium pseudopinnatum W.H.Wagner, Brachydontium olympicum (E.Britton) T.T.McIntosh & J.R.Spence, Brachyleptura circumdata (Olivier, 1795), Brachynemurus nebulosus (Olivier, 1811), Brachypalpus alopex (Osten Sacken, 1877), Braya fernaldii Abbe, Braya humilis subsp. porsildii J.G.Harris, Braya longii Fernald, Braya pilosa Hook., Brommella monticola (Gertsch & Mulaik, 1936), Brotherella roellii (Renauld & Cardot) M.Fleisch., Bruchia flexuosa (Schwägr.) Müll.Hal., Bruneria yukonensis Vickery, 1969, Brychius hungerfordi Spangler, 1954, Bryoandersonia illecebra (Hedw.) H.Rob., Bryoerythrophyllum columbianum (F.J.Herm. & E.Lawton) R.H.Zander, Bryoerythrophyllum ferruginascens (Stirt.) Giacom., Buckellacris hispida (Bruner, 1885), Buxbaumia minakatae S.Okamura, Calliergon orbicularicordatum (Renauld & Cardot) Broth., Callilepis eremella Chamberlin, 1928, Calliopsis scitula Cresson, 1878, Callophrys mossii mossii, Calosoma cancellatum Eschscholtz, 1833, Calymmaria suprema Chamberlin & Ivie, 1937, Camptonotus carolinensis (Gerstaecker, 1860), Campylopus sinensis (Müll.Hal.) J.-P.Frahm, Campylostelium saxicola (F.Weber & D.Mohr) Bruch & Schimp., Carabus vinctus (Weber, 1801), Carcharodon carcharias (Linnaeus, 1758), Carex bicknellii Britton & A.Br., Carex laxa Wahlenb., Carex muehlenbergii var. enervis Boott, Carex paysonis Clokey, Cassiope lycopodioides subsp. cristapilosa Calder & Taylor, Castianeira trilineata (Hentz, 1847), Castianeira variata Gertsch, 1942, Castilleja miniata var. fulva (Pennell) J.M.Egger, Castilleja minor (A.Gray) A.Gray, Castilleja minor var. exilis (A.Nelson) J.M.Egger, Castilleja victoriae Fairbarns & J.M.Egger, Caviphantes saxetorum (Hull, 1916), Cephalanthera austiniae (A.Gray) A.Heller, Cephaloziella elegans (Heeg) Schiffn., Cercopeus schwarzi Sleeper, 1955, Cercyon connivens Fall, 1924, Cercyon mendax Smetana, 1978, Cercyonis oetus phocus (W.H.Edwards, 1874), Cercyonis oetus Boisduval, 1869, Cercyonis pegala incana (W.H.Edwards, 1880), Cetorhinus maximus (Gunnerus, 1765), Cetorhinus maximus (Gunnerus, 1765), Ceutorhynchus carteri W.J.Brown, 1931, Ceutorhynchus convexipennis Fall, 1917, Ceutorhynchus handfordi W.J.Brown, 1931, Chaerophyllum shortii (Torr. & A.Gray) Bush, Charisalia americana (Haldeman, 1847), Chenopodium berlandieri var. bushianum (Aellen) Cronquist, Chilostigma itascae Wiggins, 1975, Chlaenius aestivus Say, 1823, Chlaenius laticollis Say, 1823, Chrysanthrax vanus (Coquillett, 1887), Chrysemys picta (Schneider, 1783), Chrysops coloradensis Bigot, 1892, Chrysops flavidus Wiedemann, 1821, Chrysso pelyx (Levi, 1957), Cicindela decemnotata meriwetheri Knisley & Kippenhan, 2012, Cicindela formosa gibsoni Brown, 1940, Cicindela limbata hyperborea LeConte, 1863, Cicindela marginipennis Dejean, 1831, Cicindela patruela Dejean, 1825, Cicindela patruela patruela, Cicuta maculata var. victorinii (Fernald) B.Boivin, Cirsium pumilum var. hillii (Canby) B.Boivin, Cis castlei (Dury, 1917), Clarkia purpurea (Curtis) A.Nelson & J.F.Macbr., Clemmys guttata (Schneider, 1792), Clethrionomys gapperi (Vigors, 1830), Clivina dentipes Dejean, 1825, Clubiona angulata Dondale & Redner, 1976, Clubiona quebecana Dondale & Redner, 1976, Codriophorus aduncoides (Bedn.-Ochyra) Bedn.-Ochyra & Ochyra, Colias boothi Curtis, 1835, Colias johanseni Troubridge & Philip, 1990, Collomia tenella A.Gray, Coluber constrictor Linnaeus, 1758, Coluber constrictor flaviventris Say, 1823, Coluber constrictor foxii (Baird & Girard, 1853), Coluber constrictor mormon (Baird & Girard, 1852), Conocephalus strictus (Scudder, 1875), Conophorus nigripennis (Loew, 1872), Conophorus obesulus (Loew, 1872), Contia tenuis (Baird & Girard, 1852), Corallorhiza striata var. vreelandii (Rydb.) L.O.Williams, Coregonus clupeaformis (Mitchill, 1818), Coregonus clupeaformis (Mitchill, 1818), Coregonus clupeaformis (Mitchill, 1818), Coregonus clupeaformis (Mitchill, 1818), Coregonus lavaretus (Linnaeus, 1758), Coregonus lavaretus (Linnaeus, 1758), Coregonus lavaretus (Linnaeus, 1758), Coregonus lavaretus (Linnaeus, 1758), Coregonus reighardi (Koelz, 1924), Coreopsis tripteris L., Coreorgonal bicornis (Emerton, 1923), Coreorgonal petulcus (Millidge, 1981), Corispermum hookeri var. hookeri, Cottus aleuticus Gilbert, 1896, Crassula connata (Ruiz & Pav.) A.Berger, Crataegus aquacervensis J.B.Phipps & O'Kennon, Crataegus chrysocarpa var. vernonensis J.B.Phipps & O'Kennon, Crataegus margarettae var. angustifolia E.J.Palmer, Crataegus margarettae f. margarettae, Crataegus perjucunda Sarg., Crataegus persimilis Sarg., Crataegus purpurella J.B.Phipps & O'Kennon, Crataegus rivuloadamensis J.B.Phipps & O'Kennon, Crataegus rivulopugnensis J.B.Phipps & O'Kennon, Crataegus rubribracteolata J.B.Phipps & O'Kennon, Crataegus scabrida var. asperifolia (Sarg.) Kruschke, Crataegus sheila-phippsiae var. saskatchewanensis J.B.Phipps & O'Kennon, Crataegus sheila-phippsia
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) | 0.247 | 0.384 |
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".