{"id":"W2924639704","doi":"10.3390/challe10010022","title":"Addressing the Environmental, Community, and Health Impacts of Resource Development: Challenges across Scales, Sectors, and Sites","year":2019,"lang":"en","type":"article","venue":"Challenges","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta; Institut National de la Recherche Scientifique; Simon Fraser University; Université de Moncton; University of British Columbia; Public Health Ontario; University of Toronto; University of British Columbia, Okanagan Campus; Université du Québec à Montréal; University of Northern British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Resource (disambiguation); Scope (computer science); Indigenous; Work (physics); Community development; Health impact assessment; Environmental resource management; Environmental planning; Political science; Public health; Computer science; Geography; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03529242,0.000670772,0.001169211,0.002544091,0.02706736,0.01746856,0.004978108,0.00354913,0.006000623],"category_scores_gemma":[0.02722554,0.0005032653,0.0006852202,0.00422338,0.04032179,0.01071589,0.03209109,0.004820934,0.0003862467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03078241,"about_ca_system_score_gemma":0.112392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.29974,"about_ca_topic_score_gemma":0.5118716,"domain_scores_codex":[0.9712861,0.0179503,0.0005369019,0.001788347,0.003297441,0.005140884],"domain_scores_gemma":[0.9654558,0.02378409,0.001349451,0.002608445,0.003106394,0.00369575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001053201,0.0002792835,0.05874159,0.001931817,0.0002206842,0.001444892,0.3642954,0.004696096,0.001824339,0.2987664,0.0107949,0.2568994],"study_design_scores_gemma":[0.00001625503,0.000129714,0.02364068,0.001407269,0.00008449427,0.0002630315,0.7629798,0.0007911138,0.0007028915,0.1234508,0.08646303,0.00007090501],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3476275,0.01493782,0.05636687,0.3059481,0.0007170376,0.00143374,0.00061156,0.0002142866,0.2721431],"genre_scores_gemma":[0.9688127,0.003795712,0.01695962,0.005239804,0.0001000836,0.0005397471,0.0000810434,0.00005147876,0.004419786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.29974,"threshold_uncertainty_score":0.5959906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2671456727364652,"score_gpt":0.3678839891415436,"score_spread":0.1007383164050784,"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."}}