{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009356039,0.000127926,0.0001776803,0.00001671857,0.0001130006,0.0000197011,0.000382191,0.00002672208,0.0002258374],"category_scores_gemma":[0.001550274,0.0000647781,0.0001159896,0.0001762563,0.0000850071,0.0000431936,0.0001126651,0.0001451105,0.000144811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001981208,"about_ca_system_score_gemma":0.00006544279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003620798,"about_ca_topic_score_gemma":0.000004071748,"domain_scores_codex":[0.9984795,0.0006703604,0.0002390751,0.0001924226,0.0002225852,0.0001960172],"domain_scores_gemma":[0.9991084,0.0002593398,0.0001260225,0.0003937774,0.00006960048,0.00004286606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03387877,0.001239329,0.0387355,0.003541358,0.0003146631,0.0003427803,0.006322898,0.000009966747,0.7765905,0.06279397,0.06514456,0.01108576],"study_design_scores_gemma":[0.0009353529,0.004480087,0.164532,0.003686861,0.0000506756,0.0002108715,0.0001812528,0.00003436106,0.005966874,0.0008140733,0.8187498,0.0003578051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620205,0.0003941202,0.00001293028,0.002384162,0.00005184653,0.02365724,0.00001842972,0.00006031307,0.01140053],"genre_scores_gemma":[0.9862555,0.000008210663,0.000809911,0.00139693,0.00004171314,0.009201899,2.351971e-7,0.0000221944,0.00226341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7706236,"threshold_uncertainty_score":0.2641574,"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."}}