{"id":"W2944728748","doi":"10.1080/22423982.2018.1517581","title":"The need for community-led, integrated and innovative monitoring programmes when responding to the health impacts of climate change","year":2019,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Alberta; University of Guelph","funders":"Canadian Institutes of Health Research; Polar Knowledge Canada","keywords":"Circumpolar star; Climate change; Environmental resource management; Indigenous; Mobile phone; Environmental monitoring; Environmental planning; Monitoring and evaluation; Phone; Community engagement; Community health; Business; Geography; Political science; Public relations; Public health; Medicine; Engineering; Environmental science; Nursing; Telecommunications","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":[0.02853239,0.0003814226,0.000951299,0.002397641,0.004802951,0.007372871,0.002624691,0.003035882,0.004842523],"category_scores_gemma":[0.04937176,0.0004866129,0.0008488545,0.003684741,0.004625931,0.007963897,0.006033391,0.003435922,0.0003036382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01521756,"about_ca_system_score_gemma":0.09994972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1941948,"about_ca_topic_score_gemma":0.437178,"domain_scores_codex":[0.9794373,0.01380409,0.0009685356,0.0009968459,0.00280515,0.001988211],"domain_scores_gemma":[0.9243203,0.05270753,0.006250632,0.001566441,0.009118638,0.006036434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001300376,0.0002898294,0.02515833,0.1135108,0.0004475108,0.001629163,0.197614,0.0006121717,0.002025228,0.01827,0.02120571,0.6191074],"study_design_scores_gemma":[0.0001588439,0.0005409066,0.09474494,0.1982416,0.0009030824,0.0008999043,0.3200987,0.0004519438,0.0006850187,0.01180068,0.3713287,0.0001458102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1294221,0.4733518,0.009212031,0.321394,0.002655311,0.002904437,0.0003473854,0.000202468,0.06051049],"genre_scores_gemma":[0.6434804,0.2735962,0.03375855,0.04098394,0.0009555021,0.003157409,0.0002100875,0.0000425596,0.003815426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1941948,"threshold_uncertainty_score":0.386129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07382367800076213,"score_gpt":0.449014958873714,"score_spread":0.3751912808729519,"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."}}