Bibliographic record
Abstract
Interpretacja a poznanieWprowadzenie Jeeli pomin te sposoby rozumienia sowa "interpretacja" , przy kt rych oznacza ona okrelone procedury badawcze, stosowane przez przyrodoznawcw czy logikw1, procedury -podkrelmy ten fakt -nie bu dzce raczej powaniejszych zastrzee ze strony filozofw nauki co do ich statusu poznawczego, to pozostaj jeszcze te wszystkie sposoby pojmowania tego sowa (a stanowi one zdecydowan wikszo), kt re cz je z praktyk badawcz humanistw.W tym drugim przypad ku jednak nie kada z wchodzcych tu w gr procedur badawczych, opatrywana mianem "interpretacji" , uzyskuje consensus om nium w kwestii jej "naukowoci" .Co wicej, w tym drugim przypadku nie zawsze miano to odnoszone jest do dziaa stricte poznawczych w tra dycyjnym, epistemologicznym sensie tego terminu.O tyle, o ile inter pretacja stanowi pewien zabieg wiodcy do rozumienia, to ostatnie za pojmowane jest nie w duchu antynaturalizmu metodologicznego, ale inaczej, na przykad, jako "sposb bycia samego jestestwa" , jako jego "uniwersalny wyrnik"1 2, dotyczy ona nie tylko nauki i jej sposobw dowiadczania
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 teacher head, 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".