{"id":"W2897798488","doi":"10.18584/iipj.2018.9.3.4","title":"The Canadian Crown's Duty to Consult Indigenous Nations' Knowledge Systems in Federal Environmental Assessments","year":2018,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Legislation; Indigenous; Government (linguistics); Duty; Public administration; Political science; Traditional knowledge; Law; Environmental protection; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000780895,0.000272084,0.0001917417,0.0004277093,0.003524655,0.0008049294,0.001015864,0.0001502739,0.0007198727],"category_scores_gemma":[0.0001140447,0.0002267737,0.0000916417,0.0004020908,0.0004380412,0.0004723999,0.0002671164,0.0004973884,0.002173615],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040596,"about_ca_system_score_gemma":0.0006724578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2059741,"about_ca_topic_score_gemma":0.487003,"domain_scores_codex":[0.9970259,0.0001965431,0.000600957,0.000311295,0.0008736736,0.0009916533],"domain_scores_gemma":[0.998697,0.0001297834,0.000224123,0.0002127214,0.00002893356,0.0007073956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000859444,0.0006111824,0.9436317,0.000002635688,0.0002058332,0.0001334478,0.03005286,0.0006075773,0.001692129,0.0006537952,0.003421907,0.01890097],"study_design_scores_gemma":[0.0007715697,0.0003083308,0.8785238,0.00003048919,0.000007847517,0.0004128427,0.001772139,0.0001263945,0.0001938441,0.0007174494,0.1167341,0.0004011726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419587,0.0000846554,0.0000442819,0.0007785729,0.001478687,0.0005885262,0.0001153255,0.00001642009,0.05493482],"genre_scores_gemma":[0.991966,0.0001186359,0.000129627,0.0008669828,0.001108259,0.00005000295,0.00002248876,0.00003473403,0.00570329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810289,"threshold_uncertainty_score":0.9986033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684295722419055,"score_gpt":0.3389101495326199,"score_spread":0.3220671923084294,"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."}}