{"id":"W4411786350","doi":"10.2139/ssrn.5329615","title":"Canadian indigenous communities and sustainability","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Indigenous; Sustainability; Geography; Environmental planning; Political science; Environmental resource management; Environmental ethics; Environmental science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002527167,0.0004325521,0.0004518694,0.003624284,0.02646259,0.009341604,0.001698453,0.001739088,0.0268206],"category_scores_gemma":[0.005048553,0.0002937313,0.0004143181,0.006366909,0.01008938,0.002435955,0.006600603,0.002610264,0.0007204521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09618623,"about_ca_system_score_gemma":0.2133138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956366,"about_ca_topic_score_gemma":0.9984028,"domain_scores_codex":[0.9964473,0.0005718645,0.00007246577,0.0001816515,0.0009595554,0.001767202],"domain_scores_gemma":[0.9964781,0.0004103373,0.0001803195,0.0001113872,0.001588169,0.001231565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000726487,0.0001159388,0.02121655,0.000701541,0.00005600878,0.0008013397,0.09184598,0.0004009409,0.0002387213,0.5925531,0.1811792,0.1108181],"study_design_scores_gemma":[0.00001593426,0.00001746122,0.03622105,0.0008383627,0.00004722043,0.0001384676,0.167169,0.0001480528,0.0001457102,0.02056658,0.7746246,0.00006757142],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1043388,0.04017881,0.000502614,0.09058388,0.001324544,0.00009392551,0.0007283591,0.00007094414,0.7621781],"genre_scores_gemma":[0.8070621,0.02321729,0.0008976815,0.006061486,0.0002461871,0.00005550465,0.0001911014,0.00006850073,0.1622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09618623,"threshold_uncertainty_score":0.6978832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005945340951172,"score_gpt":0.334061570116348,"score_spread":0.3240021167068363,"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."}}