{"id":"W2019869920","doi":"10.1016/j.puhe.2006.05.022","title":"Getting strategic about the environment and health","year":2006,"lang":"en","type":"article","venue":"Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Canada","keywords":"Public health; Cornerstone; Globe; Relevance (law); Action (physics); Flexibility (engineering); Public relations; Health promotion; Health policy; Context (archaeology); Simplicity; Political science; Business; Risk analysis (engineering); Medicine; Economics; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002398638,0.0001400837,0.0001855551,0.00002949285,0.0007563253,0.0001006419,0.0001521964,0.00004038893,0.0009315062],"category_scores_gemma":[0.000009588279,0.00009863155,0.00002362738,0.0001461209,0.000144202,0.0001593078,0.0001320734,0.0001931109,0.0002509184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005914186,"about_ca_system_score_gemma":0.0001173711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097865,"about_ca_topic_score_gemma":0.00180169,"domain_scores_codex":[0.9978316,0.0001547027,0.0003868953,0.0003052353,0.0003219082,0.0009996562],"domain_scores_gemma":[0.998935,0.00005212566,0.0002142547,0.0002698849,0.000002398226,0.0005262949],"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":[0.000006602282,0.0005433246,0.3411144,0.0003957351,0.000009951232,0.000007829007,0.007816896,0.0002095517,0.0001407783,0.0179986,0.1429639,0.4887924],"study_design_scores_gemma":[0.0003055156,0.0001852586,0.8041531,0.00002182203,0.000001209722,0.00001808915,0.0007525416,0.0005902521,0.000002500643,0.003158874,0.1906517,0.0001591713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4950055,0.003232084,0.0001961848,0.483378,0.000121682,0.0008096125,0.00002396991,0.0000894496,0.01714356],"genre_scores_gemma":[0.9707122,0.001469041,0.0004070481,0.02686481,0.0001732022,0.0000310124,0.00002909968,0.00001873142,0.0002948483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886333,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618758163823975,"score_gpt":0.3373301363150325,"score_spread":0.175454319932635,"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."}}