A HISTOLOGIA COMO UMA FERRAMENTA NO ESTUDO DOS FÓSSEIS: CONSIDERAÇÕES SOBRE A PALEOHISTOLOGIA EM MAMÍFEROS COM CARAPAÇA ÓSSEA
Bibliographic record
Abstract
Mesmo após milhões de anos de soterramento, muitos vertebrados ainda apresentam a estrutura histológica do tecido ósseo preservada. Aspectos ontogenéticos, reconheci-mento de feições fossildiagenéticas, aprimoramento de estudos sistemáticos e anatômi-cos são os principais pontos abordados pelos estudos paleohistológicos. Dentre os ver-tebrados, os grupos mais estudados por esta ótica foram os dinossauros, pterossauros, ictiossauros, crocodilomorfos, testudines, cinodontes e peixes, sendo ainda discretos os estudos realizados com mamíferos, especialmente os mamíferos com carapaça óssea. Este trabalho pretende reunir o conhecimento disponível acerca da histologia de osteo-dermos de mamíferos cingulados, de forma a apresentar um panorama dos trabalhos atuais e um ponto de partida para futuros trabalhos.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.020 | 0.063 |
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; both teacher heads agree on what is shown here.
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".