{"id":"W4413585324","doi":"10.64628/aam.6fdhvs36j","title":"Laboratory mice are usually distressed and overweight, calling into question research findings","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Overweight; Psychology; Medicine; Obesity; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001401427,0.0002868371,0.0003168788,0.0002250413,0.0005140307,0.0002371016,0.0004331743,0.0001956752,0.0004499508],"category_scores_gemma":[0.0007127261,0.0002817728,0.00005821969,0.0002064661,0.0001818862,0.0001141296,0.002230159,0.001867037,0.00002348263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712354,"about_ca_system_score_gemma":0.000154297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558805,"about_ca_topic_score_gemma":0.0001096155,"domain_scores_codex":[0.99716,0.0006734578,0.0003250555,0.0008748984,0.0006102045,0.000356389],"domain_scores_gemma":[0.9983895,0.0006510197,0.0001681821,0.0003647236,0.0002965599,0.0001300078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0058787,0.002570221,0.5920629,0.01559468,0.00141351,0.009124051,0.03681746,0.0007973688,0.201213,0.09116265,0.03456234,0.008803049],"study_design_scores_gemma":[0.00354788,0.008897889,0.7252448,0.01300932,0.0003423774,0.0002299287,0.03424849,0.03330676,0.01137124,0.0808798,0.08108623,0.007835262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922456,0.0009598407,0.0002507358,0.0003104174,0.0002480925,0.0002771109,0.0001621101,0.0002772495,0.005268884],"genre_scores_gemma":[0.9941131,0.0002100808,0.002881857,0.00006528982,0.0002981384,0.00009874228,0.0001012917,0.00005758896,0.002173943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1898418,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2407284077577068,"score_gpt":0.4811199951010602,"score_spread":0.2403915873433534,"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."}}