{"id":"W2595401039","doi":"10.1097/ede.0000000000000656","title":"Re","year":2017,"lang":"war","type":"letter","venue":"Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Harm; Causation; Precautionary principle; Action (physics); Argument (complex analysis); Political science; Environmental ethics; Status quo; Duty; Collective action; Face (sociological concept); Law and economics; Public relations; Sociology; Law; Medicine; Social science; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.009490494,0.001045765,0.002168715,0.0001375115,0.001247588,0.00003441862,0.002222836,0.002920563,0.03091718],"category_scores_gemma":[0.01235331,0.001026835,0.0004955577,0.00008965046,0.003131843,0.000331269,0.001486126,0.005261951,0.06651818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159443,"about_ca_system_score_gemma":0.00009233695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667796,"about_ca_topic_score_gemma":0.0002661246,"domain_scores_codex":[0.9860373,0.005560702,0.001671646,0.003383813,0.000450991,0.002895511],"domain_scores_gemma":[0.986704,0.006987917,0.002078527,0.003657159,0.00001191754,0.0005604818],"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":[0.00001462422,0.00004603992,0.07663006,0.0001075679,0.00008011667,0.0006833485,0.0002431746,0.00008766716,0.00007265275,0.00004160296,0.8958707,0.02612247],"study_design_scores_gemma":[0.0003439099,0.0001541161,0.1342541,0.0001719213,0.00008942339,0.00005369986,0.00004891949,0.0002854813,0.0000243195,0.00426438,0.8594764,0.0008333045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007101811,0.001326675,0.002104678,0.8858998,0.003074825,0.001334333,0.0002295124,0.0001018363,0.09882655],"genre_scores_gemma":[0.03683267,0.003228578,0.003271397,0.9176596,0.006897946,0.0001915601,0.0004026944,0.0002138182,0.03130172],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06752483,"threshold_uncertainty_score":0.999581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104024471760379,"score_gpt":0.360782459995235,"score_spread":0.2567579882348561,"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."}}