Bibliographic record
Abstract
Coproica hirtuloidea (Duda, 1925) ARGENTINA: Jujuy, Cochinoca, 3700m, 26.ii.1992, sweep small stream llama dung, debris, S.A. Marshall (6♂, 7♀ *); same as previous except dated 29.ii.1992 (1♂); Salta, 4.5 km. W of Salta, 1950m, El Alisal, 1–29.xii.1987, moist ravine thicket; malaise FIT, S.&J. Peck (1♀); Salta, 17 km. N SBP, S7–134 La Caldera, Altodela Sierra, 1550m, 2–30.xii.1987, malaise– FIT, subtropical humid for., S.&J. Peck (1♀); Salta, 30. km E of Salta Campo Quijano, 20.ii.1992, sweep, dung, S.A. Marshall (14♂ **, 17♀ **); same as previous except stream debris, leaf litter (1♂); sweep, for. vestige (1♂, 1♀); sweep wet mud (1♀); Salta, 100 km. W of Salta, Santa Rosa de Tastil, 3000m, 21.ii.1992, very dry along creek, S.A. Marshall (2♂, 1♀); Salta, 1500m, La Caldera Camino la Cornisa, 27.ii.1992, roadside for. sweeps, S.A. Marshall (2♂ *); Salta Campo Quijano, rd. to San Antonio do los Cobres, 18.ii.1992, above for. level, site 2&3, S.A. Marshall (1♀); Salta, Canyada la Gotera, 15 km. W of Chicoana, 16–28.ii.1992, for. remnant, S.A. Marshall (3♂); Salta, El Maray, 50 km. W of Chicoana, 28.ii.1992, dry area sweep, pampas grass along creek, S.A. Marshall (1♂); Salta, El Maray 50 km. W of Chicoana, 2500m, 18–28.ii.1992, dry, pan tps., S.A. Marshall (5♂, 1♀); Salta, El Ray Nat. Pk., 900m, Rio La Salsa, 5–10.xii.1987, FIT malaise tp., open stream side in for., S.&J. Peck (3♂, 3♀); same as previous except 11–15.xii.1987, Aguas Negres Trail, for., malaise tp., FIT, (2♂ *, 1♀); Salta Sumalao, 19.ii.1992, sweep, wet muddy area along field, S.A. Marshall (1♂); Salta, Rosario de Lerma, 24.ii.1992, swept over foul ditch, S.A. Marshall (2♂, 1♀); Salta, Rosario de Lerma, INESALT yard, 16– 28.ii.1992, malaise, S.A. Marshall (18♂, 6♀ *); same as previous except malaise overflow (1♂); 17–28.ii.1992, pan tps. (1♀ *). BOLIVIA: La Paz, Chulumani, Apa Apa Reserve, 2000 m, 16˚ 21, 15S, 67˚30’21W, 1.iv.2001, sweep, S.A. Marshall (1♀: debu00208895); La Paz, Lago Titicaca, Mapac, Sahuina, 3812 m, 23.iv.1997, L. Masner (1♂ *, debu00101557); La Paz, Zongo rd., ~ 3800 m, 16˚10’4S, 68˚7’49W, 18.iv.2001, alpine shrub, on cow dung, S.A. Marshall (16♂: debu00188793, 00188773, 00188746, 00190078, 00190133, 00188796, 0018702, 00188852, 00188855, 00188821, 00188807, 00188868, 00188867, 00188723, 00188714, 00188713; 12♀: 00190095, 00190137, 00190090, 00190052, 00188733, 00190156, 00188812, 00188860, 00190109, 00190159, 00188695, 00188701); Santa Cruz, Rio Piray near Aguaclara, 3.x.1996, P. Bettella (5♂: debu00101403, 00101419, 00101410, 00101087, 00101335). BRAZIL: Paraná, Londrina, Mata dos Godoy, 30.i.–2.ii.1990, S.A. Marshall (1♀); Rio Jacara, Pagua 22.i.1990, wet litter by stream, S.A. Marshall (1♂); Rio de Janiero, Nova Friburgo Mury, 1000m, 11.ii.1990, swept off goat dung, open wet area, S.A. Marshall (1♀ *); São Paulo., Sao Jose do Barreiro, 1650m, i.1969, malaise tp., M. Alvarenga (2♂ **). COLOMBIA: Antioquia, La Ceja, 2100mt., 3.ii.1984, manure pile (1♂, 4♀). COSTA RICA: Heredia, Santo Domingo, INBio Pk., 3.x.1999, leaf litter, Marshall & Buck (1♀: debu00107267); San José, Zurqui de Moravia, 1600m, iii.1981, P. Hanson (1♀: debu00100688). ECUADOR: Cachi, Guandera For. Reserve, 15 km. E of San Gabriel, 3300 m, 1.xi.1999, trail to station, sweeping, S.A. Marshall (2♂: debu00108138, 00108133); Cotopaxi, 45 km. NNE of Latacunga, 3700m, 19–25.vii.1985, shrub grass, paramo, carrion, S.&J. Peck (14♂ *: 6♀ *); Cotopaxi, 40 km. N of Latacunga, 3350m, 17–25.vii.1985, parano, carrion, S.&J. Peck (37♂ *x7, 29♀ **); Napo, above Papallacta, 4000m, ii.1983, paramo & elfin for., M. Sharkey & L. Masner (2♂, 1♀); Napo, Baeza, 1900m, 12–15.ii.1983, FIT, L. Masner (1♀); Napo, Baeza, 1500m, 16–19.v.1987, wet montane rain for., malaise tp., Coote & Brown (1♀: debu00140734); Napo, Quito–Baeza Rd., above thermal spgs., Papallacta, 3200m, 22–24.ii.1983, pan tps., L. Masner (1♀); Napo, SierrAzul Reserve, 14 km. W of Cosanga, 2200m, 0˚40’55S, 77˚56’9W, 9.v.2002, trail sweep, M. Buck (7♂: debu00186860, 00186536, 00185909, 00185908, 00185907, 00186859, 00185844; 3♀: 00186534, 00185905, 00186535); same as previous except 9–10.v.2002, treefall, yellow pans, (6♂ **: debu00202488, 00202385*, 00202465, 00202340, 00202513, 00202356*–ill; 4♀ **: debu00202401, 00202370, 00202358*–ill, 00202403*–ill); same as previous except 10.v.2002, treefall (29♂ *: debu00195406, 00195372, 00195357, 00195412, 00195413, 00195416, 00195415, 00195394, 00195363, 00195383, 00195361, 00195424, 00195408, 00195405, 00195396, 00195392, 00195378, 00195385, 00195393, 00195370, 00195354, 00195402, 00195403, 00195404, 00195390, 00195381, 00195399, 00195377, 00195380*; 27♀ *: 00195358, 00195411, 00195422, 001954221, 00195409, 00195423, 00195425, 00195355, 00195374, 00195387, 00195400, 00195391, 00195386, 00195368, 00195401, 00195362, 00195371, 00195384, 00195373, 00195375, 00195360, 00195352, 00195359, 00195353, 00195365, 00195379, 00195364*); Napo, SierrAzul Lodge, 14 km. W of Cosanga, 2200 m, 5.xi.1999, for. sweep, S.A. Marshall (1♂: debu00140343; 1♀: debu00140294); same as previous except sweeping disturbed trail (10♂ *: debu00115097, 00115115, 00115148, 00115151, 00115153, 00115074, 00115064, 00115172, 00115168, 00115133*; 25♀ *: 00115079, 00115083, 00115092, 00115098, 00115099, 00115101, 00115108, 00115110, 00115111, 00115120, 00115126, 00115159, 00115165, 00115138, 00115141, 00115143, 00115144, 00115145, 00115075, 00115158, 00115166, 00115171, 00115167, 00115132*); Napo, SierrAzul Lodge, 14 km. W of Cosanga, 2200m, 0˚40’55S, 77˚56’9W, 9–10.v.2002, malaise, Buck & Paiero (44♂ ***: 00202656, 00202658, 00202663, 00202514, 00202538, 00202651, 00202652, 00202542, 00202672, 00202673, 00202675, 00202662, 00202561, 00202565, 00202638, 00202630, 00202699, 00202709, 00202627, 00202682, 00202691, 00202635, 00202603, 00202611, 00202620, 00202619, 00202681, 00202578, 00202616, 00202683, 00202557, 00202554, 00202567, 00202660, 00202655, 00202654, 00202648, 00202646, 00202618, 00202686, 00202604*, 00202598*, 00202625*; 46♀ **: debu00202669, 00202644, 00202659, 00202668, 00202667, 00202665, 00202553, 00202649, 00202536, 00202530, 00202526, 00202711, 00202564, 00202558, 00202522, 00202521, 00202671, 00202700, 00202705, 00202697, 00202696, 00202703, 00202692, 00202592, 00202704, 00202690, 00202684, 00202622, 00202623, 00202621, 00202624, 00202626, 00202610, 00202609, 00202614, 00202615, 00202602, 00202678, 00202573, 00202579, 00202587, 00202575, 00202591, 00202677, 00202529*, 00202617*); Napo, SierrAzul Reserve, 14 km. W of Cosanga, 2200 m, 0˚40’55S, 77˚56’9W, 10–11.v.2002, treefall, yellow pans, Marshall & Paiero (1♀: debu00194799); Pichincha, Bellavista Reserve, trail ‘B’, 30.x.1999, sweeping, S.A. Marshall (1♂: debu00116316; 3♀: debu00116336, 00116286, 00116240); Pichincha, Cotopaxi Nat. Pk., Quebrada Mishahuaicu, 3600 m, 26.x–8.xi.1999, pans along stream, S.A. Marshall (1♀: debu00142674); Pinchincha, Nanegalito, 7 km. SE of trout farm ‘ San José’, 1500m, 27–30.x.1999, riverine for., sweeping tree falls, S.A. Marshall (2♀: debu00140007, 00140098); Pichincha, Nono, 8 km. N road to Mindo, 25.ix.1999, roadside, sweeping, S.A. Marshall (2♂ *: debu00112077, 00112083*; 2♀ *: 00112067, 00112084*); same as previous except 15 km. NW road to Mindo, 24.x.1999, roadside sweep, cow dung (8♂ *: debu00115301, 00115286, 00115282, 00115276, 00115275, 00115290, 00115298, 00115273*; 4♀ *: 00115299, 00115281, 00115266, 00115274*); Pichincha, Quito, 10 km. NW, Valley near Hosteria San Jorge, 23.x.1999, pans in grasspile, S.A. Marshall (3♂ –w: debu00115594–w, 00115595, 00115577; 2♀: 00115590, 00115597); same as previous except 3050m, 22–25.x.1999, creek bed, pan tps. (2♂: debu00112034, 00112023; 2♀: 00112026, 00112019); Pichincha, 34.5 km. E Tandapi, 2835m, 24–29.vi.1975, bamboo shrub, dung tp., S. Peck (1♂: debu00261171; 4♀: 00261132, 00261153, 00261154, 00261180); Pichincha, 3.5 km. SE of Tandayapa, 28.x.1999, in green leaf litter (tree fall), S.A. Marshall (4♂ *: debu00116070, 00116071, 00116077, 00116657*; 2♀ *: 00116634, 00116104*); Pichincha, valley near Hosteria San Jorge, 10 km. NW of Quito, 3000m, 23.x.1999, pans in grasspile, S.A. Marshall (79♂ **: debu00108727, 00108725, 00108721, 00108719, 00108718, 00108717, 00108715, 00108714, 00108711, 00108608, 00108641, 00108640, 00108636, 00108732, 00108673, 00108672, 00108670, 00108669, 00108668, 00108665, 00108662, 00108661, 00115665, 00108630, 00108627, 00108616, 00108615, 00108613, 00115585, 00115602, 00115673, 00115666, 00108598, 00115667, 00115572, 00108777, 00108778, 00108779, 00108781, 00108696, 00108788, 00108691, 00108693, 00108710, 00108751, 00108758, 00108699, 00108760, 00108763, 00108766, 00108771, 00115658, 00115660, 00115661, 00115662, 00108698, 00108703, 00108701, 00108704, 00115663, 00115634, 00115635, 00115637, 00115639, 00115641, 00115642, 00115651, 00115654, 00115655, 00115657, 00115604, 00115605, 00115608, 00115619, 00115623, 00115616, 00115630, 00115633, 00108650*, 00115624*; 32♀ **: 00115636, 00108748, 00108705, 00108767, 00108762, 00108757, 00108756, 00108702, 00108785, 00108780, 00115569, 00108597, 00108593, 00108592, 00108589, 00108587, 00108683, 00115589, 00108611, 00108626, 00108674, 00108679, 00108682, 00108731, 00108642, 00108646, 00115584, 00108602, 00108660, 00108722, 00108648, 00108653*, 0115612*); Pichincha Pk. 4 km. W of Aloag, 3000m, 19–25.vii.1985, carrion tp., pasture at ravine edge, S.&J. Peck (10♂ ***, 11♀ *); Zamora– Chinchipe, 8 km. NW of Zamora, mouth Rio Sabanilla, 1420m, 1.xi.1987 (1♀). UNITED STATES OF AMERICA: GA: Wilkinson Co., Big Sandy Ck., 8 mi. S of Irwinton, US 441, 5–25.vi.1984, FIT near dung, S.A. Marshall (1♂ *; outside of normal range). VENEZUELA: Arugua, Henri Pittier Nat. Pk., trail above Rancho Grande, 1225m, 22–25.i.1996, malaise tp., J.&A. Skevington (1♂); Maracay, Rancho Grande Bio. Stn., 1250m, 5. iii.1995, sweep along trail, S.A. Marshall (1♂); Merida, Call Santa Rosa, 25–30.iv.1988, malaise, pasture/cloud for.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.024 | 0.004 |
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".