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Storage of boar semen

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Classifier prediction

metacan-v1-d91a1de5be90

Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.

Classifier candidate
MetaresearchObservationalNot applicable
Classifier consensus
N/A
Teacher imitation scores

Codex

Other design0.993
Metaresearch0.030
Science and technology studies0.010
Systematic review0.006
Bench or experimental0.006
Simulation or modelling0.002
Bibliometrics0.001
Meta-epidemiology (broad)0.001
Observational0.001
Open science0.001
Theoretical or conceptual0.001
Scholarly communication0.000
Meta-analysis0.000
Not applicable0.000
Research integrity0.000
Meta-epidemiology (narrow)0.000
Qualitative0.000
Case report0.000
Randomized trial0.000
Non-randomized trial0.000

Gemma

Not applicable0.522
Metaresearch0.061
Observational0.042
Science and technology studies0.017
Bibliometrics0.003
Simulation or modelling0.003
Systematic review0.001
Open science0.001
Theoretical or conceptual0.000
Research integrity0.000
Case report0.000
Meta-analysis0.000
Meta-epidemiology (broad)0.000
Non-randomized trial0.000
Bench or experimental0.000
Meta-epidemiology (narrow)0.000
Scholarly communication0.000
Qualitative0.000
Randomized trial0.000

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

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.

Opus teacher head0.076
GPT teacher head0.372
Teacher spread
0.296 how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

The problems, aspects and methods of liquid storage and freeze-thawing of boar semen are discussed and a review is given on examination of spermatozoa by the recent fluorescent staining methods.

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