Bibliographic record
Abstract
A dataset containing 36937012 species occurrences available in GBIF matching the query: { "TaxonKey" : [ "is one of (Tarsiidae, Pitheciidae, Cercopithecidae, Equidae, Macroscelididae, Rhinolophidae, Phyllostomidae, Mystacinidae, Molossidae, Emballonuridae, Physeteridae, Eschrichtiidae, Balaenidae, Ursidae, Procyonidae, Herpestidae, Camelidae, Abrocomidae, Bathyergidae, Caviidae, Chinchillidae, Ctenodactylidae, Erethizontidae, Geomyidae, Heteromyidae, Octodontidae, Sciuridae, Ptilocercidae, Tupaiidae, Talpidae, Sylvilagus Gray, 1867, Lepus Linnaeus, 1758, Caluromys J.A.Allen, 1900, Platyrrhinus, Rhogeessa H.Allen, 1866, Crocidura Wagler, 1832, Chodsigoa Kastchenko, 1907, Ctenomys Blainville, 1826, Murina Gray, 1842, Scotomanes Dobson, 1875, Pipistrellus Kaup, 1829, Rousettus Gray, 1821, Artibeus Leach, 1821, Sturnira Gray, 1842, Peromyscus Gloger, 1841, Dipodomys Gray, 1841, Panthera Oken, 1816, Nasua Storr, 1780, Pithecia Desmarest, 1804, Scotophilus Leach, 1821, Canis Linnaeus, 1758, Phyllops Peters, 1865, Bathyergus Illiger, 1811, Zapus Coues, 1875, 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, Otolemur Coquerel, 1859, Galago É.Geoffroy Saint-Hilaire, 1796, Cheirogaleus É.Geoffroy Saint-Hilaire, 1812, Trachypithecus Reichenbach, 1862, Anathana Lyon, 1913, Dendrogale Gray, 1848, Promops Gervais, 1856, Tapirus Brisson, 1762, Rhinoceros Linnaeus, 1758, Pappogeomys Merriam, 1895, Pteropus Brisson, 1762, Pudu Gray, 1852, Mazama Rafinesque, 1817, Dasypus Linnaeus, 1758, Bassariscus Coues, 1887, Lynx Kerr, 1792, Metachirus Burmeister, 1854, Amblysomus, Microtus Schrank, 1798, Sigmodon Say & Ord, 1825, Geogale Milne-Edwards & A.Grandidier, 1872, Glaucomys Thomas, 1908, Mogera Pomel, 1848, Marmota Blumenbach, 1779, Perognathus Wied-Neuwied, 1839, Pronolagus Lyon, 1904, Cercartetus Gloger, 1841, Zaglossus Gill, 1877, Heterohyrax Gray, 1868, Phalanger Storr, 1780, Planigale Troughton, 1928, Paraechinus Trouessart, 1879, Dendrohyrax Gray, 1868, Petrodromus Peters, 1846, Macroscelides A.Smith, 1829, Catopuma Severtzov, 1858, Meles Brisson, 1762, Spilogale Gray, 1865, Conepatus Gray, 1837, Pardofelis Severtzov, 1858, Crossarchus F.G.Cuvier, 1825, Anomalurus Waterhouse, 1843, Cynocephalus Boddaert, 1768, Kerivoula Gray, 1842, Noctilio Linnaeus, 1766, Proechimys J.A.Allen, 1899, Trichys Günther, 1877, Gracilinanus Gardner & Creighton, 1989, Alcelaphus Blainville, 1816, Connochaetes Lichtenstein, 1812, Geomys Rafinesque, 1817, Lama G.Cuvier, 1800, Camelus Linnaeus, 1758, Glironia Thomas, 1912, Semnopithecus Desmarest, 1822, Mandrillus Ritgen, 1824, Chimarrogale Anderson, 1877, Nesophontes Anthony, 1916, Potorous Desmarest, 1804, Procolobus Rochebrune, 1877, Microcebus É.Geoffroy Saint-Hilaire, 1834, Galagoides A.Smith, 1833, Dicerorhinus Gloger, 1841, Microdipodops Merriam, 1891, Crocuta Kaup, 1828, 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, Acomys I.Geoffroy, 1838, Callosciurus Gray, 1867, Dremomys Heude, 1898, Hyosciurus Archbold & Tate, 1935, Idiurus Matschie, 1894, Microsciurus J.A.Allen, 1895, Rhynchocyon Peters, 1847, Choloepus Illiger, 1811, Laonastes Jenkins, Kilpatrick, Robinson & Timmins, 2005, Juscelinomys Moojen, 1965, Dymecodon True, 1886, Dasycercus Peters, 1875, Myoictis Gray, 1858, Ningaui Archer, 1975, Petaurus Shaw, 1791, Chaeropus Ogilby, 1838, Macrotis Reid, 1837, Callithrix Erxleben, 1777, Leontopithecus Lesson, 1840, Alouatta Lacépède, 1799, Aotus Illiger, 1811, Lagothrix É.Geoffroy Saint-Hilaire, 1812, 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, Thryonomys Fitzinger, 1867, Pan Oken, 1816, Propithecus Bennett, 1832, Mysateles Lesson, 1842, Hydrochoerus Brisson, 1762, 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, Cacajao Lesson, 1840, Chiropotes Lesson, 1840, Myoprocta Thomas, 1903, Cuniculus Brisson, 1762, 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, 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, Tadarida Rafinesque, 1814, Homo Linnaeus, 1758, Thomomys Wied-Neuwied, 1839, Ailuropoda A.Milne-Edwards, 1870, Sus Linnaeus, 1758, Lemmus Link, 1795, Arborimus Taylor, 1915, Phenacomys Merriam, 1889, Rattus Fischer, 1803, Priodontes F.Cuvier, 1825, Tolypeutes Illiger, 1811, Caluromysiops Sanborn, 1951, Capra Linnaeus, 1758, Eonycteris Dobson, 1873, Macroglossus F.Cuvier, 1824, Diclidurus Wied-Neuwied, 1820, Rhynchonycteris Peters, 1867, Taphozous E.Geoffroy, 1818, Furipterus Bonaparte, 1837, Molossops Peters, 1866, Rupicapra Blainville, 1816, Oryx, Pseudois Hodgson, 1846, Procapra 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, Chlorocebus Gray, 1870, Pecari Reichenbach, 1835, Ia Thomas, 1902, Mimetillus Thomas, 1904, Nyctophilus Leach, 1821, Avahi Jourdan, 1834, Indri É.Geoffroy Saint-Hilaire & G.Cuvier, 1796, Kerodon F.Cuvier, 1825, Dolichotis Desmarest, 1820, Natalus Gray, 1838, Nycteris E.Geoffroy & G.Cuvier, 1795, Taurotragus Wagner, 1855, Hemitragus Hodgson, 1841, Naemorhedus C.H.Smith, 1827, Galeopterus Thomas, 1908, Neamblysomus Roberts, 1924, Carpitalpa Lundholm, 1955, Aeretes G.M.Allen, 1940, Eupetaurus Thomas, 1888, Pteromys G.Cuvier, 1800, Cryptochloris Shortridge & Carter, 1938, Limnogale Major, 1896, Oryzorictes A.Grandidier, 1870, Micropotamogale Heim de Balsac, 1954, Potamogale Du Chaillu, 1860, 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, Chiruromys Thomas, 1888, Colomys Thomas & Wroughton, 1907, Conilurus Ogilby, 1838, Hapalomys Blyth, 1859, Hyomys Thomas, 1904, Leopoldamys Ellerman, 1947, Limnomys Mearns, 1905, Lophuromys Peters, 1874, Malacomys Milne-Edwards, 1877, Mallomys Thomas, 1898, Margaretamys Musser, 1981, Niviventer J.T.Marshall Jr., 1976, Notomys Lesson, 1842, Paraleptomys Tate & Archbold, 1941, Pelomys Peters, 1852, Rhynchomys Fairmaire, 1903, Taeromys Sody, 1941, Uromys Peters, 1867, Zyzomys Thomas, 1909, Platacanthomys Blyth, 1859, Petromyscus Thomas, 1926, Deomys Thomas, 1888, Cricetulus Milne-Edwards, 1867, Phodopus Miller, 1910, 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, Alticola Blanford, 1881, Arvicola Lacépède, 1799, Chionomys Miller, 1908, Eolagurus Argyropulo, 1946, Prometheomys Satunin, 1901, Gerbillurus Shortridge, 1942, Meriones Illiger, 1811, Taterillus Thomas, 1910, 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, Holochilus Brandt, 1835, 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 hyperborea (Pallas, 1811), Lepus insularis W.Bryant, 1891, Sylvilagus palustris (Bachman, 1837), Sorex cinereus Kerr, 1792, Sorex preblei Jackson, 1922, Sorex arcticus Kerr, 1792, Macropus eugenii (Desmarest, 1817), Ochotona koslowi (Büchner, 1894), Ochotona gloveri Thomas, 1922, Sorex cansulus Thomas, 1912, Sorex neomexicanus Bailey, 1913, Calcochloris leucorhinus (Huet, 1885), Sorex gr
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 | 0.011 |
| 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) | 0.328 | 0.446 |
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".