{"id":"W2599531046","doi":"10.1038/laban.1223","title":"Laboratory environmental factors and pain behavior: the relevance of unknown unknowns to reproducibility and translation","year":2017,"lang":"en","type":"article","venue":"Lab Animal","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Stressor; Relevance (law); Context (archaeology); Speculation; Psychology; Stress (linguistics); Psychological intervention; Animal husbandry; Replication (statistics); Cognitive psychology; Applied psychology; Clinical psychology; Medicine; Business; Ecology; Biology; Psychiatry; Political science","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":[0.0008284521,0.0001079911,0.0001262459,0.00001383614,0.0002722659,0.00003733435,0.0001349374,0.00003389749,0.00001702884],"category_scores_gemma":[0.0004922583,0.00007675722,0.00002128992,0.00002071611,0.0002581605,0.0001461544,0.00008644239,0.00009737404,0.000002105369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001221101,"about_ca_system_score_gemma":0.000007591332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033666,"about_ca_topic_score_gemma":0.00003060321,"domain_scores_codex":[0.9990528,0.0001274321,0.0001497169,0.0004509147,0.0001042392,0.0001148979],"domain_scores_gemma":[0.9990722,0.0001846885,0.0001086467,0.0005720474,0.00001303241,0.00004941245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001901637,0.00006274221,0.7115549,0.00001935405,0.000008758465,0.000007259556,0.001600094,1.687639e-7,0.276323,0.0001239644,0.00001528793,0.01009422],"study_design_scores_gemma":[0.0001408395,0.0008565867,0.991577,0.00002109368,0.0000167138,0.000004037431,0.00026052,0.00005989513,0.005443105,0.00004501274,0.001479746,0.00009540978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989485,0.0003127829,0.0000164528,0.0001962271,0.00003049854,0.000182107,0.00009008327,0.00002352256,0.0001998792],"genre_scores_gemma":[0.9993558,0.00002767987,0.0004693479,0.00002056028,0.00004914057,0.00000781728,0.000002930945,0.00001113944,0.00005557265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2800221,"threshold_uncertainty_score":0.3130068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182191012150379,"score_gpt":0.3621028397121029,"score_spread":0.2438837384970651,"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."}}