Bibliographic record
Abstract
A dataset containing 10295 species occurrences available in GBIF matching the query: { "and" : [ "Country is one of (Brazil, Uruguay)", "OccurrenceStatus is Present", "TaxonKey is one of (Alouatta caraya (Humboldt, 1812), Alouatta guariba (Humboldt, 1812), Blastocerus dichotomus (Illiger, 1815), Brucepattersonius iheringi (Thomas, 1896), Cabassous tatouay (Desmarest, 1804), Calomys tener (Winge, 1888), Caluromys lanatus (Olfers, 1818), Caluromys lanatus (Illiger, 1815), Chironectes minimus (Zimmermann, 1780), Chrysocyon brachyurus (Illiger, 1815), Coendou spinosus F.Cuvier, 1823, Cryptonanus chacoensis (Tate, 1931), Ctenomys flamarioni Travi, 1981, Ctenomys minutus Nehring, 1887, Ctenomys minutus minutus, Ctenomys minutus bicolor Ribeiro, 1914, Ctenomys pearsoni Lessa & Langguth, 1983, Ctenomys torquatus Lichtenstein, 1830, Cuniculus paca (Linnaeus, 1766), Cuniculus paca paca, Cuniculus paca virgata (Bangs, 1902), Cuniculus paca guanta (Lönnberg, 1921), Cuniculus paca mexicanae (Hagmann, 1908), Cuniculus paca nelsoni (Goldman, 1913), Alouatta guariba clamitans Cabrera, 1940, Caluromys lanatus nattereri (Matschie, 1917), Caluromys lanatus vitalinus (Miranda-Ribeiro, 1936), Caluromys lanatus ochropus (Wagner, 1842), Caluromys lanatus lanatus, Caluromys lanatus ornatus (Tschudi, 1845), Caluromys lanatus cicur (Bangs, 1898), Chironectes minimus langsdorffi Boitard, 1845, Chironectes minimus argyrodytes Dickey, 1928, Chironectes minimus panamensis Goldman, 1914, Chironectes minimus minimus, Cynomops abrasus (Temminck, 1827), Cynomops abrasus brachymeles (Peters, 1866), Cynomops abrasus cerastes (Thomas, 1901), Cynomops abrasus abrasus, Cynomops abrasus mastivus (Thomas, 1911), Dasyprocta azarae Lichtenstein, 1823, Dasyprocta azarae catrinae Thomas, 1917, Dasypus hybridus (Desmarest, 1804), Dasypus novemcinctus Linnaeus, 1758, Dasypus novemcinctus mexicanus Peters, 1864, Dasypus novemcinctus aequatorialis Lönnberg, 1913, Dasypus novemcinctus fenestratus Peters, 1864, Dasypus novemcinctus novemcinctus, Dasypus novemcinctus mexianae (Hagmann, 1908), Dasypus novemcinctus hoplites G.M.Allen, 1911, Dasypus septemcinctus Linnaeus, 1758, Deltamys kempi Thomas, 1917, Eira barbara (Linnaeus, 1758), Eira barbara poliocephala (Traill, 1821), Eira barbara biologiae (Thomas, 1900), Eira barbara peruana (Tschudi, 1844), Eira barbara barbara, Eira barbara inserta (J.A.Allen, 1908), Eira barbara sinuensis (Humboldt, 1812), Eira barbara senilis (J.A.Allen, 1913), Eira barbara madeirensis (Lönnberg, 1913), Eira barbara senex (Thomas, 1900), Eptesicus diminutus Osgood, 1915, Eptesicus diminutus diminutus, Eptesicus diminutus fidelis Thomas, 1920, Eumops patagonicus Thomas, 1924, Eumops patagonicus patagonicus, Eumops patagonicus beckeri Sanborn, 1932, Eumops perotis (Schinz, 1821), Eumops perotis californicus (Merriam, 1890), Eumops perotis perotis, Eumops perotis gigas (Peters, 1864), Euryzygomatomys spinosus (Fischer de Waldheim, 1814), Galictis cuja (Molina, 1782), Galictis cuja furax (Thomas, 1907), Galictis cuja luteola (Thomas, 1907), Galictis cuja cuja, Galictis cuja huronax (Thomas, 1921), Gracilinanus microtarsus (Wagner, 1842), Gracilinanus microtarsus guahybae (Tate, 1931), Gracilinanus microtarsus microtarsus, Herpailurus yagouaroundi (É.Geoffroy Saint-Hilaire, 1803), Herpailurus yagouaroundi fossata (Mearns, 1901), Herpailurus yagouaroundi tolteca (Thomas, 1898), Herpailurus yagouaroundi invalid, Herpailurus yagouaroundi panamensis (J.A.Allen, 1904), Herpailurus yagouaroundi yagouaroundi, Herpailurus yagouaroundi cacomitli (Berlandier, 1859), Herpailurus yagouaroundi melantho (Thomas, 1914), Histiotus velatus (I.Geoffroy, 1824), Leopardus colocolo (Molina, 1782), Leopardus colocolo wolffsohni (García-Perea, 1994), Leopardus colocolo colocolo, Leopardus geoffroyi (d'Orbigny & Gervais, 1844), Leopardus geoffroyi leucobaptus (Pocock, 1940), Leopardus geoffroyi salinarum (Thomas, 1903), Leopardus geoffroyi geoffroyi, Leopardus geoffroyi euxanthus (Pocock, 1940), Leopardus geoffroyi paraguae (Pocock, 1940), Leopardus guttulus (Hensel, 1872), Leopardus tigrinus guttulus (Hensel, 1872), Leopardus pardalis (Linnaeus, 1758), Leopardus pardalis sonoriensis (Goldman, 1925), Leopardus pardalis nelsoni (Goldman, 1925), Leopardus pardalis albescens (Pucheran, 1855), Leopardus pardalis pardalis, Leopardus pardalis pusaeus (Thomas, 1914), Leopardus pardalis mearnsi (J.A.Allen, 1904), Leopardus pardalis melanurus (Ball, 1844), Leopardus pardalis mitis (F.G.Cuvier, 1820), Leopardus pardalis pseudopardalis (Boitard, 1842), Leopardus wiedii (Schinz, 1821), Leopardus wiedii yucatanicus (Nelson & Goldman, 1931), Leopardus wiedii amazonicus (Cabrera, 1917), Leopardus wiedii nicaraguae (J.A.Allen, 1919), Leopardus wiedii oaxacensis (Nelson & Goldman, 1931), Leopardus wiedii glauculus (Thomas, 1903), Leopardus wiedii pirrensis (Goldman, 1914), Leopardus wiedii boliviae Pocock, 1941, Leopardus wiedii cooperi (Goldman, 1943), Leopardus wiedii oaxensis (Nelson & Goldman, 1931), Lontra longicaudis (Olfers, 1818), Lontra longicaudis longicaudis, Lontra longicaudis annectens (Major, 1897), Lontra longicaudis enudris (F.G.Cuvier, 1823), Marmosa paraguayana Tate, 1931, Mazama americana (Erxleben, 1777), Mazama americana trinitatis J.A.Allen, 1915, Mazama americana rosii Lönnberg, 1919, Mazama americana americana, Mazama americana carrikeri Hershkovitz, 1959, Mazama americana whitelyi (Gray, 1873), Mazama americana jucunda Thomas, 1913, Mazama americana zamora J.A.Allen, 1915, Mazama americana sheila Thomas, 1913, Mazama americana gualea J.A.Allen, 1915, Mazama americana rufa (Illiger, 1815), Mazama americana sarae Thomas, 1925, Mazama americana zetta Thomas, 1913, Mazama nana (Hensel, 1872), Mazama nana (Lund, 1841), Molossops temminckii (Burmeister, 1854), Molossops temminckii temminckii, Molossops temminckii griseiventer Sanborn, 1941, Molossops temminckii sylvia Thomas, 1924, Molossus rufus E.Geoffroy, 1805, Monodelphis iheringi (Thomas, 1888), Myotis nigricans (Schinz, 1821), Myotis nigricans nigricans, Myotis nigricans osculatii (Cornalia, 1849), Myotis nigricans extremus Miller & G.M.Allen, 1928, Myotis nigricans carteri LaVal, 1973, Myotis riparius Handley, 1960, Myotis simus riparius Handley, 1960, Myotis ruber (E.Geoffroy, 1806), Myotis ruber keaysi J.A.Allen, 1914, Myrmecophaga tridactyla Linnaeus, 1758, Myrmecophaga tridactyla centralis Lyon, 1906, Myrmecophaga tridactyla artata Osgood, 1912, Myrmecophaga tridactyla tridactyla, Nasua nasua (Linnaeus, 1766), Nasua nasua nasua, Nasua nasua soederstroemmi Lönnberg, 1921, Nasua nasua cinerascens Lönnberg, 1921, Nasua nasua boliviensis Cabrera, 1956, Nasua nasua dorsalis Gray, 1866, Nasua nasua candace Thomas, 1912, Nasua nasua vittata Tschudi, 1844, Nasua nasua aricana Vieira, 1945, Nasua nasua mexianae Vieira, 1945, Nasua nasua mephisto Thomas, 1927, Necromys obscurus (Waterhouse, 1837), Noctilio leporinus (Linnaeus, 1758), Noctilio leporinus rufescens Olfers, 1818, Noctilio leporinus leporinus, Noctilio leporinus mastivus (Vahl, 1797), Noctilio leporinus rufescens Pelzeln, 1883, Ozotoceros bezoarticus (Linnaeus, 1758), Ozotoceros bezoarticus arerunguaensis González, Álvarez-Valin & Maldonado, 2002, Ozotoceros bezoarticus leucogaster (Goldfuss, 1817), Ozotoceros bezoarticus uruguayensis González, Álvarez-Valin & Maldonado, 2002, Ozotoceros bezoarticus bezoarticus, Ozotoceros bezoarticus celer Cabrera, 1943, Panthera onca (Linnaeus, 1758), Panthera onca arizonensis (Goldman, 1932), Panthera onca goldmani (Mearns, 1901), Panthera onca paraguensis (Hollister, 1914), Panthera onca centralis (Mearns, 1901), Panthera onca peruviana (de Blainville, 1843), Panthera onca veraecrucis (Nelson & Goldman, 1933), Panthera onca veraecruscis (Nelson & Goldman, 1933), Panthera onca palustris (Ameghino, 1888), Panthera onca hernandesii (J.E.Gray, 1857), Pecari tajacu (Linnaeus, 1758), Pecari tajacu yucatanensis (Merriam, 1901), Pecari tajacu nigrescens Goldman, 1926, Pecari tajacu crusnigrum (Bangs, 1902), Pecari tajacu angulatus (Cope, 1889), Pecari tajacu humeralis (Merriam, 1901), Pecari tajacu nelsoni Goldman, 1926, Pecari tajacu crassus (Merriam, 1901), Pecari tajacu torvus (Bangs, 1898), Pecari tajacu tajacu, Philander frenatus (Olfers, 1818), Platyrrhinus lineatus (E.Geoffroy, 1810), Platyrrhinus lineatus nigellus (Gardner & Carter, 1972), Platyrrhinus lineatus lineatus, Promops centralis Thomas, 1915, Promops centralis davisoni Thomas, 1921, Promops centralis centralis, Promops centralis occultus Thomas, 1915, Puma concolor (Linnaeus, 1771), Puma concolor costaricensis (Merriam, 1901), Puma concolor concolor, Puma concolor couguar (Kerr, 1792), Puma concolor anthonyi (Nelson & Goldman, 1931), Puma concolor stanleyana (Goldman, 1938), Puma concolor schorgeri (Jackson, 1955), Puma concolor hippolestes (Merriam, 1897), Puma concolor capricornensis (Goldman, 1946), Puma concolor vancouverensis (Nelson & Goldman, 1932), Reithrodon typicus Waterhouse, 1837, Sapajus nigritus (Goldfuss, 1809), Sapajus nigritus cucullatus Spix, 1823, Sapajus nigritus nigritus, Speothos venaticus (Lund, 1842), Speothos venaticus panamensis Goldman, 1912, Speothos venaticus venaticus, Speothos venaticus wingei Ihering, 1911, Sturnira lilium (E.Geoffroy, 1810), Sturnira lilium polyomavirus 1, Sturnira lilium vulcanensis Genoways, 1998, Sturnira lilium bogotensis Shamel, 1927, Sturnira lilium parvidens Goldman, 1917, Sturnira lilium serotinus Genoways, 1998, Sturnira lilium paulsoni de la Torre, 1966, Sturnira lilium luciae Jones & Phillips, 1976, Sturnira lilium angeli de la Torre, 1966, Sturnira lilium lilium, Sylvilagus brasiliensis (Linnaeus, 1758), Sylvilagus brasiliensis chotanus Hershkovitz, 1938, Sylvilagus brasiliensis apollinaris Thomas, 1920, Sylvilagus brasiliensis meridensis Thomas, 1904, Sylvilagus brasiliensis surdaster Thomas, 1901, Sylvilagus brasiliensis gib
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) | 0.002 | 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 | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.329 | 0.428 |
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".