{"id":"W2789373870","doi":"10.15666/aeer/1601_777789","title":"RELATIONSHIP BETWEEN OPERATIONAL CHARACTERISTICS OF SMALL NON-COMMUNITY DRINKING WATER SYSTEMS AND ADVERSE WATER QUALITY INCIDENTS IN SOUTHERN ONTARIO, CANADA","year":2018,"lang":"en","type":"article","venue":"Applied Ecology and Environmental Research","topic":"Water resources management and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Water quality; Water safety; Quality (philosophy); Environmental science; Environmental planning; Water resource management; Environmental health; Medicine; Ecology","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":[0.0004660939,0.0002307442,0.0002414705,0.0006510721,0.001449226,0.001064163,0.0007085185,0.0002298575,0.00133497],"category_scores_gemma":[0.002319486,0.0002552981,0.0003253022,0.002139973,0.0009513113,0.0002931581,0.0006129401,0.0004059451,0.00009725997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01797102,"about_ca_system_score_gemma":0.02247193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.989767,"about_ca_topic_score_gemma":0.995931,"domain_scores_codex":[0.9992224,0.00006762559,0.00006241378,0.0001172869,0.0002972103,0.0002330886],"domain_scores_gemma":[0.9961312,0.0003659977,0.001268822,0.0001038069,0.00127332,0.0008568809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002809068,0.00001869698,0.9971634,0.0000155643,0.00001732848,0.00005263297,0.0006337923,0.0001577692,0.0001621837,0.00004376513,0.0002000747,0.001506719],"study_design_scores_gemma":[0.000001258785,0.00001149342,0.9985002,0.000005785113,0.000004413456,0.00001263788,0.001013521,0.0001701494,0.00002700349,0.000009859175,0.0002408071,0.000002838633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983616,0.00008314008,0.00009418211,0.0001086833,0.000002395125,0.00001718198,0.0005673934,0.000003984886,0.0007613776],"genre_scores_gemma":[0.9989465,0.0000905225,0.00007320012,0.00001860732,0.00000148433,0.0000080171,0.0003273888,0.000001522423,0.0005327391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01797102,"threshold_uncertainty_score":0.1303895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866316794395772,"score_gpt":0.2422725079901211,"score_spread":0.2036093400461634,"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."}}