Bibliographic record
Abstract
Hypogastruratullbergi (Schäffer, 1900) * Achorutes tullbergi Schäffer, 1900a: 244. Achorutes dubius Moniez, 1889: 261. Hypogastrura dubia – Denis 1924d: 290. Hypogastruratullbergi – Remy 1928: 60. Proxenyllodes aberrans Cassagnau, 1952a: 309. DISTRIBUTION. — France. Denis 1924d (H. dubia). Ariège. Caumont, Moulis, Massat, Varilhes et Bélesta (Cassagnau, 1973). — Caumont, Moulis, Massat, Varilhes, Fontaine de Fontestorbes et Toubière du Pinet (Cassagnau & Dalens 1976). — Tourbière du Pinet, plateau de Sault (Lauga-Reyrel 1979, 1981, 1984). — Fontaine de Fontestorbes à Bélesta (Lauga-Reyrel 1979, 1981, 1984; Dalens 1982; Dalens & Cugny 1986). Aude. Montagne Noire, versant sud près de Camarès, vallée de Clamoux, maison forestière de Bibaud et valléede l’Argent double (Cassagnau & Dalens 1976). — Tourbière du Pinet (Najt & Dalens 1979). — Tourbière du Pinet à Belcaire, Col de Jau (Lauga-Reyrel 1979, 1981, 1984; Dalens & Cugny 1986). — Ussonet Carcanet (Bonnet etal. 1979). Bouches-du-Rhône. Camargue (Poinsot 1973). — Plateaudu Petit Arbois (Cortet & Poinsot-Balaguer 1998). Corse. Poinsot-Balaguer 1978. Essonne. Parcdu Laboratoiredu MNHN, Brunoy (Thibaud 1970). Haute-Garonne. Boisde Saint-Jeandel’Union (Cassagnau 1952a, P. aberrans). — Toulouse, jardin (Thibaud & Vannier 1980; Lauga- Reyrel 1979, 1981, 1984). — Toulouse (Cassagnau & Raynal 1964; Dalens & Vannier 1979; Dalens 1982; Dalens & Cugny 1986; Cassagnau & Juberthie 1967a). — Saint-Jeandel’Unionet Toulouse (Cassagnau & Dalens 1976). Hautes-Pyrénées. Pla des Gendarmes dans la Haute vallée d’Aure (Raynal 1964; Cassagnau & Raynal 1964; Lauga-Reyrel 1979, 1981, 1984). — Valléede Couplan, Pla des Gendarmes et vallée du Badet (Cassagnau 1973). — Vallées de Couplan et du Badet (Cassagnau & Dalens 1976). — Pla des Gendarmes à Aragnouet (Dalens & Cugny 1986). — Pla d’Engaly (Bonnet et al. 1979). Nord. Puits près de Lille (Moniez 1890a, A. dubius). Pyrénées-Orientales. Col de Jau et forêt de la Massane près de Banyuls-sur-Mer (Cassagnau 1973; Cassagnau & Dalens 1976). — Forêtde hêtres, la Massane, 630 m, prèsde Banyuls-sur-Mer (Izarra 1980). — Station de skide Calmazeille-Formiguères (Gers & Izarra 1983). Tarn, Aude. Montagne Noire (Cassagnau 1965). Tarn. Montagne Noire à Cammazes (Dalens & Cugny 1986). TAXONOMIE. — Raynal 1964 (redescription). CHÉTOTAXIE, MORPHO- ANATOMIE. — Najt & Dalens 1979 (anomalies morphologiques); Dalens & Cugny 1986 (biométrie); Najt etal. 1984 (polymorphisme, sous-groupe tullbergi). DÉVELOPPEMENT. — Cassagnau 1973 (écologie, cycle de développement, mue, ponte). PHYSIOLOGIE. — Cassagnau & Juberthie 1967a (complexe endocrine cérébral). ÉCOMORPHOSE. — Cassagnau & Raynal 1964; Cassagnau & Dalens 1976 (cycle phénologique, mueet ponte); Dalens & Vannier 1979 (eau); Lauga-Reyrel 1979, 1981, 1984 (histophysiologie). ÉCOLOGIE. — Bonnet etal. 1979 (déboisement, reboisement); Cassagnau 1965 (écologie, sol); Thibaud 1970; Poinsot 1973; Cortet & Poinsot-Balaguer 1998 (décompositiondelitières); Gers & Izarra 1983 (biocénose); Najt etal. 1984 (sous-groupe tullbergi). DONNÉES MOLÉCULAIRES. — Dalens 1982 (acides aminés libres). REMARQUE. — Cette espèce serait arctiqueet doncnon présente en France (Najt etal. 1984).
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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 | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 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".