{"id":"W2004988549","doi":"10.1038/laban0103-23","title":"Response to Protocol Review Scenario: Follow the Rules of the Game","year":2003,"lang":"en","type":"article","venue":"Lab Animal","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Protocol (science); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04085292,0.002357245,0.003083735,0.002011633,0.006819681,0.004985464,0.003853456,0.08071183,0.04016253],"category_scores_gemma":[0.1941842,0.001504638,0.003579772,0.0009073404,0.00250656,0.004447662,0.005443208,0.03728531,0.02364526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008611809,"about_ca_system_score_gemma":0.01269268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317799,"about_ca_topic_score_gemma":0.005329331,"domain_scores_codex":[0.9576148,0.02117838,0.009063193,0.002256487,0.005816413,0.004070724],"domain_scores_gemma":[0.902636,0.04775245,0.0120294,0.004627043,0.02607208,0.00688302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001680988,0.0002243445,0.001342407,0.001755886,0.0002044183,0.008089821,0.0029892,0.0006623193,0.004525404,0.006871965,0.9566012,0.01505199],"study_design_scores_gemma":[0.001443404,0.0005256828,0.003288229,0.002150594,0.0002367834,0.001877283,0.004408171,0.006246,0.003463989,0.02051007,0.9552431,0.0006067601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0139982,0.001228811,0.0266072,0.7995239,0.05940028,0.06120969,0.003160817,0.004324005,0.03054712],"genre_scores_gemma":[0.04157389,0.0008504511,0.02816046,0.8185596,0.0166245,0.04789834,0.0008402313,0.0009211517,0.04457138],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08071183,"threshold_uncertainty_score":0.2160535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383352592999548,"score_gpt":0.4117524104609713,"score_spread":0.2734171511610165,"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."}}