{"id":"W3092473381","doi":"10.1038/s41598-020-73620-0","title":"The epidemiology of fighting in group-housed laboratory mice","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institutes of Health","keywords":"Cage; Aggression; Animal welfare; Environmental health; Demography; Medicine; Veterinary medicine; Psychology; Biology; Ecology; Engineering; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002231318,0.00009559314,0.0002452866,0.00003708249,0.000283653,0.00001524596,0.0001409154,0.00004780363,0.00003757069],"category_scores_gemma":[0.001359812,0.00006566809,0.00007102823,0.0004184456,0.0003528383,0.00007135541,0.0001419908,0.0001334098,0.00001860654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001893474,"about_ca_system_score_gemma":0.00003823325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006290661,"about_ca_topic_score_gemma":0.00003909533,"domain_scores_codex":[0.9982754,0.0001880341,0.0006667426,0.000444054,0.0001591549,0.0002666051],"domain_scores_gemma":[0.9989232,0.0002675389,0.0003288341,0.0003221682,0.00009975496,0.00005845798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009751593,0.0000492431,0.842629,0.00004804167,0.00001744981,0.001059857,0.002295758,0.000006068965,0.1403827,0.0007545016,0.01170864,0.0009512706],"study_design_scores_gemma":[0.0002050263,0.0003081443,0.9036096,0.00004929022,0.00002565143,0.00009209094,0.001845979,0.0000968553,0.002486814,0.001444471,0.08958149,0.0002545995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948747,0.001039289,0.00002168772,0.001193974,0.001549893,0.0001580002,0.000004773187,0.00005406332,0.001103643],"genre_scores_gemma":[0.9995815,0.000006494718,0.0001400661,0.0001120201,0.00004862398,0.00001453664,0.000005279063,0.00001048374,0.00008095918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378959,"threshold_uncertainty_score":0.2677867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0911263070445928,"score_gpt":0.343208434581137,"score_spread":0.2520821275365442,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}