{"id":"W4363674477","doi":"10.3390/su15086422","title":"Approaches to Bio-Cultural Diversity in British Columbia","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Pacific Institute for Climate Solutions","keywords":"Indigenous; Curriculum; Context (archaeology); Traditional knowledge; Pedagogy; Sociology; Environmental education; Diversity (politics); Political science; Geography; Ecology; Anthropology","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":[0.0031962,0.000613767,0.00044191,0.002934514,0.04699989,0.009786237,0.003059572,0.002347259,0.005925579],"category_scores_gemma":[0.00404483,0.0004063371,0.0002540554,0.005042265,0.02568027,0.00219983,0.01019033,0.004274854,0.0002214789],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1548179,"about_ca_system_score_gemma":0.1834209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9809411,"about_ca_topic_score_gemma":0.9923598,"domain_scores_codex":[0.9962288,0.00155882,0.00009634034,0.0004144736,0.0005307859,0.001170873],"domain_scores_gemma":[0.9963432,0.001511068,0.0001423239,0.0001902687,0.0007901873,0.001022939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005447057,0.0001006642,0.01057031,0.0004056246,0.00002391984,0.003214772,0.7578056,0.0008840973,0.001512566,0.1321126,0.01160807,0.0817073],"study_design_scores_gemma":[0.000008845647,0.0000214666,0.01146548,0.0004017372,0.00001389958,0.000376897,0.7727746,0.000271038,0.0003557394,0.01107727,0.2031719,0.00006101366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.535569,0.01488953,0.005237483,0.04583242,0.0004217103,0.0005092397,0.0002406837,0.0000805957,0.3972194],"genre_scores_gemma":[0.9525433,0.003889591,0.00271057,0.002958299,0.00001713833,0.0002181886,0.00006864497,0.00002994227,0.03756436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1548179,"threshold_uncertainty_score":0.9802914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08155372138315854,"score_gpt":0.3003385702962058,"score_spread":0.2187848489130472,"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."}}