{"id":"W4206664669","doi":"10.1097/ede.0000000000001130","title":"The Authors Respond","year":2019,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fossil fuel; Renewable energy; Damages; Tobacco industry; Climate change; Business; Natural resource economics; Political science; Economics; Law; Engineering; Ecology; Waste management","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003575157,0.0002295103,0.0004979864,0.00002982597,0.0002714515,0.000009439471,0.0005605157,0.001050552,0.003912656],"category_scores_gemma":[0.004470067,0.0001374894,0.00009959648,0.000124972,0.0003564411,0.00003861125,0.0003023867,0.001866369,0.01734427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002308903,"about_ca_system_score_gemma":0.00002412106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003494337,"about_ca_topic_score_gemma":0.0001082005,"domain_scores_codex":[0.9965255,0.001264633,0.0004971129,0.0004672674,0.0001475578,0.001097892],"domain_scores_gemma":[0.9893456,0.009473654,0.0003350617,0.0007525128,0.000006125488,0.00008701365],"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":[0.00001077709,0.000001744222,0.005948664,0.00001458645,0.000004499047,0.00002516846,0.00005832428,0.000006234373,0.000003791088,0.00002545181,0.9918833,0.002017464],"study_design_scores_gemma":[0.00006213238,0.00007374831,0.01370042,0.00001663679,0.000008820366,0.00002080798,0.000006736229,0.00003908042,7.806978e-7,0.004641702,0.9812795,0.0001496641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009221758,0.0005803227,0.00001192257,0.978279,0.002087718,0.0003099054,0.0000271464,0.00003681293,0.017745],"genre_scores_gemma":[0.00004637679,0.0007329935,0.0001045077,0.9358723,0.003002123,0.0000318374,0.0001027497,0.00003254199,0.0600746],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04240673,"threshold_uncertainty_score":0.9969979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157250077895907,"score_gpt":0.385259666841098,"score_spread":0.228009588945191,"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."}}