{"id":"W7067446601","doi":"","title":"Microbiological quality of drinking water from first nation communities in Manitoba, Canada","year":2018,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tap water; Water quality; Fecal coliform; Feces; First nation; Water source; Water pollution; Water treatment; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004970391,0.0004254691,0.0003089401,0.002055345,0.005030955,0.001746804,0.0007630291,0.00027458,0.001741297],"category_scores_gemma":[0.001072675,0.0002634111,0.0002030723,0.004893465,0.0009771371,0.0002456194,0.0007555669,0.0004271983,0.0002853051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03354563,"about_ca_system_score_gemma":0.04623506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955335,"about_ca_topic_score_gemma":0.9985556,"domain_scores_codex":[0.9990811,0.00004372077,0.00002654334,0.0001157931,0.0005079372,0.0002248743],"domain_scores_gemma":[0.9981903,0.00005043812,0.0001045169,0.00001971057,0.001435065,0.0001999414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001581102,0.0001385027,0.9129485,0.000324238,0.00006831365,0.0006187981,0.01854865,0.0002562283,0.01537508,0.0004609127,0.004828559,0.04627416],"study_design_scores_gemma":[0.000004816977,0.00005298207,0.9716241,0.00008482125,0.00002627464,0.0001126275,0.01607352,0.0001750471,0.001966458,0.00004818404,0.009808343,0.00002289146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771637,0.001593374,0.0003369184,0.0007694075,0.00002274578,0.0002006983,0.004461897,0.00002921886,0.01542215],"genre_scores_gemma":[0.9834387,0.002290012,0.001354928,0.000419687,0.000008883148,0.0000592104,0.002124446,0.00001483148,0.01028922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03354563,"threshold_uncertainty_score":0.2433917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663238838107371,"score_gpt":0.2181542034882976,"score_spread":0.1815218151072238,"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."}}