{"id":"W7009784706","doi":"","title":"Exploring the Role of Public Health in Climate Change Initiatives and the Mining Industry in Ontario, Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"World Health Organization","keywords":"Climate change; Public health; Population health; Government (linguistics); Viewpoints; Thematic analysis; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004584445,0.0002086779,0.0002998041,0.001362025,0.01936014,0.004830978,0.001730713,0.001227888,0.003597181],"category_scores_gemma":[0.007213957,0.0003293718,0.000347757,0.003399442,0.007326898,0.00163984,0.004177171,0.001740866,0.0001074808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1756755,"about_ca_system_score_gemma":0.3910162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949012,"about_ca_topic_score_gemma":0.9980589,"domain_scores_codex":[0.9953749,0.001162268,0.0001562309,0.0002629497,0.001114094,0.001929642],"domain_scores_gemma":[0.9887791,0.003453981,0.001198287,0.0001862696,0.002924846,0.003457544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001420735,0.0001770759,0.2164061,0.001832875,0.00005456399,0.002928566,0.6822172,0.0005542648,0.001519433,0.022757,0.02311304,0.04829776],"study_design_scores_gemma":[0.00001714666,0.0000631324,0.2127926,0.0009353635,0.00003592075,0.0001480278,0.688775,0.0002607078,0.0002581083,0.001167328,0.09550124,0.0000454332],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472657,0.005702171,0.0008075382,0.06705091,0.0002017102,0.0005332315,0.001084515,0.00003222433,0.07732203],"genre_scores_gemma":[0.9871335,0.002989304,0.000618373,0.002835167,0.00002036641,0.0001314165,0.0001719414,0.000009248816,0.006090792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1756755,"threshold_uncertainty_score":0.9560996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04813923579606823,"score_gpt":0.1949465072244611,"score_spread":0.1468072714283928,"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."}}