Phronimopsis spinifera Claus 1879
Bibliographic record
Abstract
Phronimopsis spinifera Claus, 1879 Phronimopsis spinifera Claus, 1879: 64, pl. 1, figs. 1‒3; Siegel-Causey, 1992: 192; Vinogradov et al., 1996: 404, fig. 175; Zeidler, 2004: 33; Brusca & Hendrickx, 2005: 150 (list); García Madrigal, 2007: 151 (list); Lavaniegos & Hereu, 2009: 139‒142 (passim), 142 (tab. 1), 151 (Appendix 1); Valencia & Giraldo, 2009: 266, 268 (tab. 1), fig. 2; 2012: 1491‒1497 (passim), 1492 (tab. 1), 1496 (tab. 3), figs. a, 7c; Lavaniegos, 2014: 1‒7 (passim), 4 (tab. 1), 10 (tab. 4), fig. 5; 2017: 18 (tab. 2), fig. 7. Phronimopsis sarsi Bovallius, 1887: 23. Material examined. 12M, 4F, in 7 localities (Fig. 7). TALUD III, St. 19 (25°12’00”N, 109°07’00”W), August 20, 1991, 1M, 2F, I-K, surface to 410 m (TD, 920 m) (ICML-EMU-12808A); St. 19B (25°18’24”N, 109°18’36”W), August 20, 1991, 1M, I-K, from surface to 600 m (TD, 1890 m) (ICML-EMU-12808B). TALUD IV. St. 15 (23°23’30”N, 107°47’48”W), August 24, 2000, 1F, MN, from surface to 1500 m (TD, 2350 m) (ECO-CH-Z-10396). TALUD V. St. 29 (25°14’36”N, 109°24’15”W), December 17, 2000, 1M, MN, from surface to 1290 m (TD, 2040 m) (ICML-EMU-12809). TALUD XI. St. 6A (16°58’00”N, 100°57’00”W), June 7, 2007, 4M, MN, from surface to 1400 m (TD, 1960 m) (ICML-EMU-12810A); St. 19B (17°56’00”N, 103°10’00”W), June 9, 2007, 2M and 1F, MN, from surface to 1490 m (TD, 1750 m) (ICML-EMU-12810B). TALUD XII. St. 4 (16°59’39”N, 100°58’07”W), March 28, 2008, 3M, MN, from surface to 1200 m (TD, 1995 m) (ECO-CH-Z-20397). Distribution. Indian and Pacific Oceans (Vinogradov et al. 1996). In the eastern Pacific from British Colombia, Canada, to the southern tip of the Baja California Peninsula, Mexico (García Madrigal 2007). Remarks. Phronimopsis spinifera has been reported by Siegel-Causey (1982) in the central and southern Gulf of California, occasionally abundant but little frequent. Recorded between surface and to 300–500 m depth (Vinogradov et al. 1996, García Madrigal 1982). Related to the California Current system (Bowman 1973, Lavaniegos 2014).
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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 | 0.001 | 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 | 0.000 |
| 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".