{"id":"W24689374","doi":"","title":"Integrating Environmental Management with Safety and Health - Part I","year":2002,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exposition","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Environmental planning; Risk analysis (engineering); Business; Environmental resource management; Environmental health; Geography; Medicine; Environmental 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007366386,0.0001730897,0.0002110149,0.00009856205,0.001943066,0.00001706308,0.00006700031,0.00009493929,0.0009367219],"category_scores_gemma":[0.000007808521,0.0001279242,0.00001075552,0.00008965106,0.00007204407,0.0002300605,0.0001435899,0.000439215,0.0001290473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019787,"about_ca_system_score_gemma":0.0002181915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002325448,"about_ca_topic_score_gemma":0.00006296333,"domain_scores_codex":[0.9979451,0.0002726044,0.0005140057,0.000349867,0.0004276987,0.0004906941],"domain_scores_gemma":[0.9992243,0.0001631555,0.0001656029,0.0001062933,0.00005060092,0.000290017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007372692,0.0003810495,0.237384,0.001167908,0.00008779742,0.00002047835,0.01383672,8.639393e-7,0.000095809,0.0264437,0.00479739,0.7150469],"study_design_scores_gemma":[0.001688294,0.0002645177,0.9460104,0.001862862,0.000007453992,0.00001064339,0.007051141,0.0007480535,0.00001920138,0.0003448677,0.04171166,0.0002809707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171842,0.001593681,0.00528087,0.02824601,0.001122492,0.005384059,0.00008181322,0.0001859054,0.04092096],"genre_scores_gemma":[0.9829128,0.002038823,0.005065414,0.001696281,0.00006943923,0.0003981992,0.0002989827,0.00001445852,0.007505586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.714766,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08627399177807608,"score_gpt":0.3893795045185275,"score_spread":0.3031055127404514,"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."}}