{"id":"W4401166217","doi":"10.1289/isee.2024.0365","title":"Ethics Guidelines for Environmental Epidemiologists – 2023 Revision","year":2024,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Engineering ethics; Psychology; Political science; Medicine; Environmental ethics; Engineering; Philosophy","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1016829,0.00139957,0.001882416,0.005192215,0.003871943,0.009522846,0.006687895,0.02926443,0.02829658],"category_scores_gemma":[0.2478137,0.002748159,0.005222578,0.003200122,0.003619759,0.002644574,0.004361144,0.02221427,0.03229376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005873839,"about_ca_system_score_gemma":0.03682006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380762,"about_ca_topic_score_gemma":0.02145362,"domain_scores_codex":[0.9065771,0.04386555,0.02416501,0.002344318,0.01763288,0.00541519],"domain_scores_gemma":[0.6987169,0.0872432,0.01224804,0.02108512,0.1726404,0.008066338],"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":[0.0001548383,0.0001267965,0.0003566429,0.0006931079,0.00003714363,0.0002711794,0.0007204694,0.0002483269,0.0005392584,0.006818279,0.9654303,0.02460373],"study_design_scores_gemma":[0.0002076373,0.00007313028,0.003404949,0.003868631,0.00005589261,0.0004669965,0.0005307021,0.0003438527,0.0004612738,0.007151202,0.9833534,0.00008242192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006280606,0.01255464,0.04531237,0.4818866,0.1448364,0.0258348,0.01657403,0.003067647,0.2636529],"genre_scores_gemma":[0.02819591,0.01216539,0.1098019,0.3338448,0.04997886,0.06705467,0.02673668,0.001817775,0.3704041],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9707355,"threshold_uncertainty_score":0.5377572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3773352026719655,"score_gpt":0.4966335538976466,"score_spread":0.1192983512256811,"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."}}