{"id":"W4415586369","doi":"10.21083/crrf.v30i1.7485","title":"Healthy Water, Healthy Community","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Relocation; Water quality; Water source; Riparian zone; Water supply; Water industry; Politics","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":[0.001584303,0.0004655699,0.0004819765,0.0006764708,0.008520463,0.004917536,0.001417574,0.004294455,0.09376494],"category_scores_gemma":[0.005814472,0.0002080384,0.0002990846,0.0008860839,0.004569641,0.003792128,0.006899463,0.006457245,0.01511152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009807761,"about_ca_system_score_gemma":0.05528305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.340252,"about_ca_topic_score_gemma":0.6312957,"domain_scores_codex":[0.9970029,0.0004313376,0.00005908082,0.0002896018,0.001060076,0.001157039],"domain_scores_gemma":[0.995115,0.0002096017,0.000106072,0.0001650521,0.001157484,0.003246745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001284629,0.00007808261,0.001042855,0.0001317997,0.00000412317,0.0001398436,0.001099506,0.00002732178,0.0001678801,0.01975604,0.8309918,0.1465479],"study_design_scores_gemma":[0.000007543851,0.0000163863,0.00224709,0.0002583917,0.000002555792,0.00008928909,0.001737285,0.00002249857,0.00003689134,0.004713369,0.9908592,0.000009437217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004468997,0.01370749,0.001988572,0.4061094,0.01272751,0.000257162,0.001065762,0.0005762095,0.5590988],"genre_scores_gemma":[0.07555406,0.02051496,0.005598308,0.1708613,0.001895603,0.0004959712,0.001215582,0.000354893,0.7235093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.659748,"threshold_uncertainty_score":0.676543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165501240537892,"score_gpt":0.2934486657568254,"score_spread":0.2717936533514465,"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."}}