{"id":"W3127795753","doi":"10.1007/s00267-021-01426-5","title":"Effective Community Engagement during the Environmental Assessment of a Mining Project in the Canadian Arctic","year":2021,"lang":"en","type":"article","venue":"Environmental Management","topic":"Mining and Resource Management","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Crown-Indigenous Relations and Northern Affairs Canada; Indigenous and Northern Affairs Canada; University of Oxford; Network for Business Sustainability; University of Sussex; Government of Canada","keywords":"Community engagement; Context (archaeology); The arctic; Local community; Environmental resource management; Best practice; Environmental planning; Arctic; Social engagement; Political science; Public relations; Sociology; Geography; Environmental science; Ecology; Archaeology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066302,0.0002563313,0.0002001334,0.0001668196,0.0005418226,0.00006390594,0.0004878673,0.00004665309,0.0001723038],"category_scores_gemma":[0.000006098998,0.0001896119,0.0001005595,0.0001966213,0.0001381131,0.0000533193,0.0003654615,0.0005752877,0.00001740638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383055,"about_ca_system_score_gemma":0.0000135499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577685,"about_ca_topic_score_gemma":0.007889188,"domain_scores_codex":[0.9978142,0.0006997613,0.0003326207,0.0002349661,0.0004818849,0.0004365445],"domain_scores_gemma":[0.9990244,0.0001409401,0.00005720067,0.0007208768,0.000001532368,0.0000550814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006534673,0.003929558,0.4954409,0.004002814,0.004044681,0.002533597,0.1379729,0.2647389,0.0100081,0.003116136,0.002852004,0.0712951],"study_design_scores_gemma":[0.0006998155,0.00005948944,0.935508,0.00009362905,0.00008919811,0.00001533289,0.04979433,0.002673236,0.0003893013,0.00001296506,0.01042186,0.0002429122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706855,0.0002751026,0.00005137308,0.0001333612,0.0001213675,0.001176973,0.00002191958,0.00002905163,0.0275053],"genre_scores_gemma":[0.9983066,0.000174377,0.0003960332,0.0001541093,0.00002913998,0.0004337038,0.00004468984,0.00003420777,0.0004271251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.440067,"threshold_uncertainty_score":0.7732149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039793840997431,"score_gpt":0.2064654612430691,"score_spread":0.1960675228330948,"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."}}