Bibliographic record
Abstract
A dataset containing 30607684 species occurrences available in GBIF matching the query: { "TaxonKey" : [ "is one of (Elephantidae, Tarsiidae, Pitheciidae, Hylobatidae, Cheirogaleidae, Cercopithecidae, Megalonychidae, Rhinocerotidae, Equidae, Caenolestidae, Macroscelididae, Ochotonidae, Leporidae, Procaviidae, Vombatidae, Phalangeridae, Macropodidae, Burramyidae, Didelphidae, Dasyuridae, Rhinolophidae, Mystacinidae, Emballonuridae, Ursidae, Procyonidae, Mustelidae, Hyaenidae, Canidae, Tayassuidae, Suidae, Giraffidae, Cervidae, Bovidae, Tenrecidae, Abrocomidae, Bathyergidae, Caviidae, Chinchillidae, Ctenodactylidae, Geomyidae, Heteromyidae, Muridae, Octodontidae, Sciuridae, Ptilocercidae, Tupaiidae, Talpidae, Sylvilagus Gray, 1867, Ochotona Link, 1795, Lepus Linnaeus, 1758, Caluromys J.A.Allen, 1900, Platyrrhinus, Rhogeessa H.Allen, 1866, Crocidura Wagler, 1832, Chodsigoa Kastchenko, 1907, Ctenomys Blainville, 1826, Scotomanes Dobson, 1875, Scotonycteris Matschie, 1894, Rousettus Gray, 1821, Artibeus Leach, 1821, Sturnira Gray, 1842, Peromyscus Gloger, 1841, Dipodomys Gray, 1841, Panthera Oken, 1816, Nasua Storr, 1780, Nasuella Hollister, 1915, Scotophilus Leach, 1821, Leopardus Gray, 1842, Canis Linnaeus, 1758, Phyllops Peters, 1865, Bathyergus Illiger, 1811, Zapus Coues, 1875, Plecotus E.Geoffroy, 1818, Sundasciurus Moore, 1958, Marmosops Matschie, 1916, Marmosops García & Sánchez-Hernández y Semedo, 2014, Neotoma Say & Ord, 1825, Solenodon Brandt, 1833, Bettongia Gray, 1837, Thylogale Gray, 1837, Colobus, Otolemur Coquerel, 1859, Galago É.Geoffroy Saint-Hilaire, 1796, Cheirogaleus É.Geoffroy Saint-Hilaire, 1812, Trachypithecus Reichenbach, 1862, Spermophilus F.Cuvier, 1825, Anathana Lyon, 1913, Dendrogale Gray, 1848, Promops Gervais, 1856, Tapirus Brisson, 1762, Equus Linnaeus, 1758, Gazella Blainville, 1816, Pappogeomys Merriam, 1895, Hippocamelus Leuckart, 1816, Pteropus Brisson, 1762, Pudu Gray, 1852, Bassariscus Coues, 1887, Lynx Kerr, 1792, Metachirus Burmeister, 1854, Lasiorhinus Gray, 1863, Tupaia Raffles, 1821, Microtus Schrank, 1798, Sigmodon Say & Ord, 1825, Geogale Milne-Edwards & A.Grandidier, 1872, Puma Jardine, 1834, Mogera Pomel, 1848, Oryzomys Baird, 1857, Bos Linnaeus, 1758, Episoriculus Ellermann & Morrison-Scott, 1966, Marmota Blumenbach, 1779, Perognathus Wied-Neuwied, 1839, Cercartetus Gloger, 1841, Zaglossus Gill, 1877, Heterohyrax Gray, 1868, Phalanger Storr, 1780, Dendrolagus Müller, 1840, Planigale Troughton, 1928, Paraechinus Trouessart, 1879, Dendrohyrax Gray, 1868, Petrodromus Peters, 1846, Herpestes Illiger, 1811, Spilogale Gray, 1865, Conepatus Gray, 1837, Crossarchus F.G.Cuvier, 1825, Loxodonta Anonymous, 1827, Anomalurus Waterhouse, 1843, Cynocephalus Boddaert, 1768, Histiotus Gervais, 1856, Noctilio Linnaeus, 1766, Proechimys J.A.Allen, 1899, Trichys Günther, 1877, Gracilinanus Gardner & Creighton, 1989, Alcelaphus Blainville, 1816, Connochaetes Lichtenstein, 1812, Rhinolophus Lacépède, 1799, Lama G.Cuvier, 1800, Vicugna Lesson, 1842, Camelus Linnaeus, 1758, Glironia Thomas, 1912, Semnopithecus Desmarest, 1822, Mandrillus Ritgen, 1824, Chimarrogale Anderson, 1877, Nesophontes Anthony, 1916, Microcebus É.Geoffroy Saint-Hilaire, 1834, Galagoides A.Smith, 1833, Madoqua Ogilby, 1837, Moschus Linnaeus, 1758, Microdipodops Merriam, 1891, Cynomys Rafinesque, 1817, Ammospermophilus Merriam, 1892, Chaetodipus Merriam, 1889, Antechinus Macleay, 1841, Pseudantechinus Tate, 1947, Heteromys Desmarest, 1817, Bubalus C.H.Smith, 1827, Macrotus Gray, 1843, Romerolagus Merriam, 1896, Pentalagus Lyon, 1904, Trichosurus Lesson, 1828, Dicrostonyx Gloger, 1841, Acomys I.Geoffroy, 1838, Dremomys Heude, 1898, Funisciurus Trouessart, 1880, Hyosciurus Archbold & Tate, 1935, Idiurus Matschie, 1894, Paraxerus Forsyth Major, 1893, Rhynchocyon Peters, 1847, Pteralopex Thomas, 1888, Laonastes Jenkins, Kilpatrick, Robinson & Timmins, 2005, Juscelinomys Moojen, 1965, Myosorex Gray, 1838, Dymecodon True, 1886, Dasycercus Peters, 1875, Myoictis Gray, 1858, Ningaui Archer, 1975, Chaeropus Ogilby, 1838, Macrotis Reid, 1837, Aotus Illiger, 1811, Ateles É.Geoffroy Saint-Hilaire, 1806, Macaca Lacépède, 1799, Phaner Gray, 1870, Georychus Illiger, 1811, Heliophobius Peters, 1846, Isolobodon J.A.Allen, 1916, Capromys Desmarest, 1822, Tylonycteris Peters, 1872, Octodon Bennett, 1832, Octomys Thomas, 1920, Tympanoctomys Yepes, 1941, Spalacopus Wagler, 1832, Gorilla I.Geoffroy Saint-Hilaire, 1852, Pan Oken, 1816, Pongo Lacépède, 1799, Propithecus Bennett, 1832, Eulemur Simons & Rumpler, 1988, Hapalemur I.Geoffroy Saint-Hilaire, 1851, Varecia Gray, 1863, Arctocebus Gray, 1863, Loris É.Geoffroy Saint-Hilaire, 1796, Nycticebus É.Geoffroy Saint-Hilaire, 1812, Perodicticus Bennett, 1831, Lepilemur I.Geoffroy Saint-Hilaire, 1851, Myoprocta Thomas, 1903, Cuniculus Brisson, 1762, Cavia Pallas, 1766, Chinchilla Bennett, 1829, Lagidium Meyen, 1833, Dinomys Peters, 1873, Dactylomys I.Geoffroy Saint-Hilaire, 1838, Kannabateomys Jentink, 1891, Echimys G.Cuvier, 1809, Isothrix Wagner, 1845, Makalata Husson, 1978, Carterodon Waterhouse, 1848, Clyomys Thomas, 1916, Mesomys Wagner, 1845, Thrichomys Trouessart, 1880, Myotis Kaup, 1829, Cynopterus F.Cuvier, 1824, Eidolon Rafinesque, 1815, Brachyphylla Gray, 1834, Chrotopterus Peters, 1865, Micronycteris Gray, 1866, Phyllostomus Lacépède, 1799, Tonatia Gray, 1827, Lonchophylla Thomas, 1903, Anoura Gray, 1838, Glossophaga E.Geoffroy, 1818, Carollia Gray, 1838, Rhinopoma E.Geoffroy, 1818, Thyroptera Spix, 1823, Balantiopteryx Peters, 1867, Diphylla Spix, 1823, Allactaga F.Cuvier, 1837, Pygeretmus Gloger, 1841, Salpingotus Vinogradov, 1922, Jaculus Erxleben, 1777, Graphiurus Smuts, 1832, Stenoderma E.Geoffroy, 1818, Nyctinomops Miller, 1902, Homo Linnaeus, 1758, Ailurus F.G.Cuvier, 1825, Thomomys Wied-Neuwied, 1839, Genetta G, Sus Linnaeus, 1758, Phacochoerus F.Cuvier, 1826, Aper Pallas, 1766, Tragulus Brisson, 1762, Reithrodontomys Giglioli, 1874, Arborimus Taylor, 1915, Phenacomys Merriam, 1889, Rattus Fischer, 1803, Priodontes F.Cuvier, 1825, Caluromysiops Sanborn, 1951, Oreamnos Rafinesque, 1817, Capra Linnaeus, 1758, Macroglossus F.Cuvier, 1824, Syconycteris Matschie, 1899, Diclidurus Wied-Neuwied, 1820, Rhynchonycteris Peters, 1867, Taphozous E.Geoffroy, 1818, Furipterus Bonaparte, 1837, Molossops Peters, 1866, Rupicapra Blainville, 1816, Oryx, Pseudois Hodgson, 1846, Echinops Martin, 1838, Lindsaya Flynn, Jacobs & Umer Cheema, 1986, Chrysospalax Gill, 1883, Eremitalpa Roberts, 1924, Hemicentetes Mivart, 1871, Microgale Thomas, 1882, Nyctimene Borkhausen, 1797, Zygogeomys Merriam, 1895, Nesolagus Forsyth-Major, 1899, Ctenodactylus Gray, 1830, Pectinator Blyth, 1856, Ia Thomas, 1902, Mimetillus Thomas, 1904, Nyctalus Bowditch, 1825, Nyctophilus Leach, 1821, Avahi Jourdan, 1834, Indri É.Geoffroy Saint-Hilaire & G.Cuvier, 1796, Kerodon F.Cuvier, 1825, Microcavia H.Gervais & Ameghino, 1880, Natalus Gray, 1838, Nycteris E.Geoffroy & G.Cuvier, 1795, Taurotragus Wagner, 1855, Tragelaphus Blainville, 1816, Naemorhedus C.H.Smith, 1827, Galeopterus Thomas, 1908, Neamblysomus Roberts, 1924, Carpitalpa Lundholm, 1955, Xerus Hemprich & Ehrenberg, 1833, Eupetaurus Thomas, 1888, Cryptochloris Shortridge & Carter, 1938, Limnogale Major, 1896, Oryzorictes A.Grandidier, 1870, Micropotamogale Heim de Balsac, 1954, Setifer Froriep, 1806, Tenrec Lacépède, 1799, Apodemus Kaup, 1829, Apodemus Thomas, 1911, Feroculus Kelaart, 1852, Paracrocidura Heim de Balsac, 1956, Scutisorex Thomas, 1913, Solisorex Thomas, 1924, Surdisorex Thomas, 1906, Nectogale Milne-Edwards, 1870, Apomys Mearns, 1905, Parascaptor Gill, 1875, Scapanulus Thomas, 1912, Uropsilus Milne-Edwards, 1871, Bunomys Thomas, 1910, Chiropodomys Peters, 1868, Colomys Thomas & Wroughton, 1907, Dasymys Peters, 1875, Grammomys Thomas, 1915, Hapalomys Blyth, 1859, Hylomyscus Thomas, 1926, Hyomys Thomas, 1904, Leopoldamys Ellerman, 1947, Limnomys Mearns, 1905, Lophuromys Peters, 1874, Mallomys Thomas, 1898, Margaretamys Musser, 1981, Maxomys Sody, 1936, Melomys Thomas, 1922, Niviventer J.T.Marshall Jr., 1976, Notomys Lesson, 1842, Paraleptomys Tate & Archbold, 1941, Praomys Thomas, 1915, Rhynchomys Fairmaire, 1903, Sundamys Musser & Newcomb, 1983, Taeromys Sody, 1941, Platacanthomys Blyth, 1859, Petromyscus Thomas, 1926, Dendromus A.Smith, 1829, Deomys Thomas, 1888, Cricetulus Milne-Edwards, 1867, Phodopus Miller, 1910, Calomyscus Thomas, 1905, Cannomys Thomas, 1915, Tachyoryctes Rüppell, 1835, Beamys Thomas, 1909, Cricetomys Waterhouse, 1840, Brachytarsomys Günther, 1875, Eliurus Milne-Edwards, 1885, Gymnuromys Forsyth Major, 1896, Hypogeomys A.Grandidier, 1869, Macrotarsomys Milne-Edwards & G.Grandidier, 1898, Nesomys Peters, 1870, Otomys F.Cuvier, 1824, Arvicola Lacépède, 1799, Chionomys Miller, 1908, Eolagurus Argyropulo, 1946, Prometheomys Satunin, 1901, Gerbillurus Shortridge, 1942, Meriones Illiger, 1811, Spalax Guldenstaedt, 1770, Nannospalax Nordmann, 1840, Aepeomys Thomas, 1898, Akodon Meyen, 1833, Anotomys Thomas, 1906, Bibimys Massoia, 1979, Blarinomys Thomas, 1896, Calomys Waterhouse, 1837, Chelemys Thomas, 1903, Chibchanomys Voss, 1988, Delomys Thomas, 1917, Eligmodontia F.Cuvier, 1837, Euneomys Coues, 1874, Geoxus Thomas, 1919, Ichthyomys Thomas, 1893, Irenomys Thomas, 1919, Lenoxus Thomas, 1909, Neacomys Thomas, 1900, Nectomys Peters, 1861, Neotomys Thomas, 1894, Neusticomys Anthony, 1921, Oecomys Thomas, 1906, Oligoryzomys Bangs, 1900, Ototylomys Merriam, 1901, Oxymycterus Waterhouse, 1837, Reithrodon Waterhouse, 1837, Rheomys Thomas, 1906, Rhipidomys Tschudi, 1845, Scapteromys Waterhouse, 1837, Scolomys Anthony, 1924, Thalpomys Thomas, 1916, Thomasomys Coues, 1884, Tylomys Peters, 1866, Wiedomys Hershkovitz, 1959, Wilfredomys Avila-Pires, 1960, Sorex cylindricauda Milne-Edwards, 1872, Sylvilagus obscurus Chapman, Cramer, Deppenaar & Robinson, 1992, Ochotona hy
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 | 0.006 |
| 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) | 0.326 | 0.440 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".