{"id":"W4252103906","doi":"10.1093/occmed/50.2.141","title":"Occupational Epidemiology","year":2000,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Obsolescence; Adjudication; Risk analysis (engineering); Business; Computer science; Political science; Marketing; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001246702,0.0001627442,0.0002308789,0.00004809117,0.0001856113,0.000002221474,0.0001723882,0.00008534837,0.1819521],"category_scores_gemma":[0.0007895633,0.0001371173,0.00003801553,0.0002121208,0.000521967,0.0001688713,0.00004326134,0.0001917664,0.007826175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215049,"about_ca_system_score_gemma":0.00003219077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005524898,"about_ca_topic_score_gemma":0.00005281008,"domain_scores_codex":[0.9979603,0.0002396805,0.0004526785,0.0005172432,0.0004560846,0.0003740116],"domain_scores_gemma":[0.9985787,0.0008124033,0.0001039578,0.0002692979,0.000009154024,0.000226528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001260953,0.00007509372,0.8424174,0.000005291768,0.00001172468,0.000008566059,0.0001603629,0.001438267,0.0002961468,0.001496927,0.02530236,0.1286618],"study_design_scores_gemma":[0.0004645672,0.00008332497,0.8603898,0.0000178995,0.000009413347,0.00001652854,0.00001183835,0.001094818,0.00001739165,0.002921754,0.1348521,0.0001205584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8177335,0.000113482,0.005830911,0.01069342,0.0002253096,0.0004346078,0.00003224768,0.00008540615,0.1648511],"genre_scores_gemma":[0.9748943,0.00009727731,0.004680457,0.01577862,0.0005238901,0.00006150066,0.0002246063,0.00001893977,0.003720342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741259,"threshold_uncertainty_score":0.9929463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657533970246094,"score_gpt":0.3552406050389899,"score_spread":0.2986652653365289,"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."}}