{"id":"W4415586115","doi":"10.21083/crrf.v29i1.7435","title":"Water Insecurity in Canadian Indigenous Communities","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Indigenous; State (computer science); Colonialism; Natural resource; First nation; Indigenous rights; Water resources","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":[0.001400664,0.0003145792,0.0004034944,0.003131836,0.007797598,0.004173927,0.0009895939,0.0006625032,0.00209861],"category_scores_gemma":[0.0030819,0.0001871273,0.000356045,0.007817276,0.002928063,0.001098279,0.001915411,0.0009667326,0.00009892985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04842447,"about_ca_system_score_gemma":0.1185959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892202,"about_ca_topic_score_gemma":0.9932788,"domain_scores_codex":[0.9988775,0.0001541029,0.0000641069,0.00008957396,0.0004037048,0.0004110751],"domain_scores_gemma":[0.9978462,0.0003349397,0.0002549205,0.00003246683,0.001092495,0.0004389487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001456597,0.0001543794,0.1278271,0.01177399,0.0002743347,0.005311186,0.2884059,0.0008033422,0.001195155,0.03399333,0.0450985,0.4850172],"study_design_scores_gemma":[0.00001721218,0.00008417623,0.3606143,0.01234226,0.0002894955,0.001177331,0.3676357,0.0003249946,0.0003660869,0.003002024,0.2539541,0.0001922792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4431708,0.425488,0.0003351207,0.03222881,0.0005424591,0.0001812217,0.00106171,0.00002883052,0.09696292],"genre_scores_gemma":[0.7229795,0.270794,0.0004041815,0.00185322,0.00006822345,0.0000570068,0.0003176656,0.000007480475,0.003518651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04842447,"threshold_uncertainty_score":0.3513458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009024044626800742,"score_gpt":0.2459547660591944,"score_spread":0.2369307214323937,"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."}}