Bibliographic record
Abstract
Raphidiidae genus and species A Fig. 18 Material. UWBM 74306, collected by Wesley Wehr in 2003, deposited in the UWBM collections. An incomplete folded forewing. Locality and horizon. Tom Thumb Tuff Member of the Klondike Mountain Formation, exposure B4131, Republic, Washington, U.S.A.; early Eocene (Ypresian). Description. Forewing 9.3 mm as preserved (estimated complete length approximately 11 mm). Costal, subcostal spaces not preserved. Pterostigma partially preserved, well pigmented. Two RA branches (none detected within pterostigma); one long forming distal margin of pterostigma; other short distad pterostigma; neither forked. Portion of RA distad pterostigma relatively long, terminates halfway between pterostigma, apex. RA space with two crossveins forming two radial cells (distal slightly shorter than proximal); 3ra-rp located in distal part of pterostigma along RA. RP with four pectinate branches: anterior trace shallowly forked; RP1 deeply forked, its anterior branch incompletely preserved, posterior branch forked again; RP2 about basal half preserved; RP3, RP4, each forked once. One long intraradial crossvein rp1-rp2 between stems of RP, RP1. Two crossveins between RP, MA detected (1r-m, 2r-m) connecting stem of RP, MA. M forked well proximad origin of RP. MA deeply dichotomously forked twice. MP zigzagged, anterior trace simple terminally with two simple branches; proximal branch originating from terminal point of MP+CuA. Two intramedian crossveins form two doi, equal in length. Anterior trace CuA strongly zigzagged, fused with MP for relatively long distance to form part of posterior margin of basal doi, with one long simple branch. CuP simple. Crossvein icu between CuA, CuP long. Crossvein between CuP, AA1 fragmentary preserved. Remarks. The specimen has typical venation for Raphidiidae (see Makarkin & Archibald, 2014). Its forewing venation differs from that of all other species from the Okanagan Highlands by relatively short branches of MP, however we decline to name it as its venation lacks such important character as ScP and the costal space, and the pterostigma is incomplete.
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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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.040 | 0.012 |
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".