List of Birds Observed in the Vicinity of San Antonio Bexar County Texas
Bibliographic record
Abstract
159•.I ATTWATER, lVD'ds of Nan A n/o•t/o, Texas.229 of value as showing that the so-called Conurus ffttudlachi from Mona is inseparable from the San Domingo species.He found the Tropic Bird (tVhaUlon jqaviroslris) and the Gannet (Su/a sula) abundant and breeding there in February.Two specimens of A•elaius xanlhomus, evidently stragglers fi'om Porto Rico, also were obtained (m Mona.From Porto Rico Mr. Brown sent me a numl)er of interesting species although no novelties were among the nnml)er.Besides many of the common North American migr:mts the collection contained specimens of Conlofius blanco/, ZJaaropl%o•a meJfioda, Sfiorctdin•s mctztffcei Aud., AffeLai•s xa•zthomus, as well •s the common Porto Rico species of ]clerus, (7•ereba, CeuDtrtzs, •gplndalis, etc.
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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) | 0.000 | 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 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.051 | 0.014 |
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".