{"id":"W4210668002","doi":"10.1080/1088937x.2022.2032859","title":"Enabling conditions and challenges to environmental assessment as a tool for knowledge brokerage: lessons from Nunavut","year":2022,"lang":"en","type":"article","venue":"Polar Geography","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of Saskatchewan","funders":"Nunavut Research Institute; Polar Knowledge Canada","keywords":"Knowledge sharing; Knowledge management; Process (computing); Business; Legislation; Traditional knowledge; Arctic; Indigenous; Computer science; Political science","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":[0.01172297,0.0003797603,0.0004438821,0.001372169,0.02137233,0.01090053,0.001991642,0.001373325,0.002426364],"category_scores_gemma":[0.01875676,0.0004998132,0.0004675568,0.002072486,0.01180116,0.004225416,0.009632597,0.002130172,0.000201969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08739693,"about_ca_system_score_gemma":0.1317832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9797839,"about_ca_topic_score_gemma":0.9911175,"domain_scores_codex":[0.9898727,0.004023056,0.0003381914,0.0011359,0.001829961,0.002800109],"domain_scores_gemma":[0.9832965,0.006909077,0.0008414054,0.001132253,0.005364711,0.002456031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000407694,0.0002162962,0.1877808,0.0006505663,0.000147235,0.005923646,0.5172771,0.006541505,0.003642215,0.1757748,0.0101465,0.09149174],"study_design_scores_gemma":[0.00004608098,0.00007277173,0.09572485,0.001063253,0.00009602544,0.000459133,0.7045273,0.00348416,0.002185971,0.03325453,0.1588921,0.0001939083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7978112,0.004406791,0.008766763,0.03166384,0.0002239329,0.0003652811,0.0002634373,0.00006905822,0.1564296],"genre_scores_gemma":[0.9885992,0.0009651959,0.00351638,0.0007670188,0.00001024641,0.00006476654,0.00005492022,0.00002875882,0.005993535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08739693,"threshold_uncertainty_score":0.6341121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133360773120623,"score_gpt":0.2999584574720406,"score_spread":0.2786248497408344,"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."}}