{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001269891,0.0003777413,0.0005018727,0.0008073152,0.003573891,0.0007961985,0.000989005,0.000320152,0.000197656],"category_scores_gemma":[0.0005752348,0.0003085319,0.0002387809,0.001638749,0.000357877,0.001142335,0.0001817,0.0007102972,0.00004841824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002991914,"about_ca_system_score_gemma":0.0005807186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1258956,"about_ca_topic_score_gemma":0.1094781,"domain_scores_codex":[0.9970415,0.0002043096,0.001225416,0.0003252091,0.000466736,0.0007368814],"domain_scores_gemma":[0.9970962,0.00006517647,0.0005686539,0.0003636672,0.001518471,0.0003878793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003146394,0.00183588,0.3877104,0.03089351,0.0005860282,6.106984e-7,0.02092935,0.000156829,0.007614602,0.3502066,0.1516451,0.04527468],"study_design_scores_gemma":[0.01070542,0.001516415,0.1670705,0.01433665,0.0012499,0.00005278915,0.00585956,0.00398357,0.08391507,0.09787078,0.6110185,0.002420728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.800571,0.0006958718,0.00007630152,0.1744488,0.004776455,0.002987331,0.00006992845,0.00009295697,0.01628127],"genre_scores_gemma":[0.9895641,0.0003036446,0.00004197827,0.00850634,0.0001854042,0.00003464493,0.0002835518,0.00004164522,0.001038758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4593735,"threshold_uncertainty_score":0.9999367,"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."}}