{"id":"W4394962400","doi":"10.1002/ieam.4927","title":"Exploring practices, challenges, and priorities for human health and ecological risk assessments in Indigenous communities in Canada","year":2024,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Indigenous; Risk assessment; Environmental health; Environmental planning; Environmental resource management; Geography; Business; Medicine; Ecology","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":[0.009222941,0.0003635466,0.0005007803,0.001784949,0.03225287,0.007026702,0.00310847,0.001610092,0.002314581],"category_scores_gemma":[0.01206736,0.0004485702,0.0004133796,0.002843771,0.008872218,0.001669633,0.006554924,0.002583921,0.0001367192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1024509,"about_ca_system_score_gemma":0.2887968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881999,"about_ca_topic_score_gemma":0.9939528,"domain_scores_codex":[0.9896668,0.003470662,0.0003476055,0.0006340106,0.002456454,0.003424477],"domain_scores_gemma":[0.9799605,0.004102964,0.001618318,0.0004078109,0.006627602,0.007282832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009884358,0.0002219267,0.1179048,0.0007980226,0.0000505848,0.002654211,0.7989712,0.0005764896,0.002415565,0.004936555,0.005354046,0.06601761],"study_design_scores_gemma":[0.000006284696,0.00005675586,0.03843301,0.0004488069,0.00002198001,0.0001708273,0.942767,0.0003746584,0.0003003837,0.001072993,0.01628617,0.00006104156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546667,0.002553204,0.00127031,0.02430412,0.0001006285,0.0003340275,0.0001233885,0.0000328533,0.01661473],"genre_scores_gemma":[0.9933053,0.00137845,0.001983704,0.001390055,0.00001041262,0.00006969665,0.00002979213,0.000007172998,0.001825454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024509,"threshold_uncertainty_score":0.7433366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09640067509997412,"score_gpt":0.3374640349539888,"score_spread":0.2410633598540147,"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."}}