{"id":"W4249120932","doi":"10.1017/9781316343197.009","title":"The Flint Water Crisis","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006160318,0.0006443629,0.000322713,0.0007713028,0.003117054,0.005185945,0.0005687133,0.00342591,0.03652024],"category_scores_gemma":[0.00174563,0.000240061,0.0002198054,0.001122606,0.005358999,0.007223368,0.003460944,0.004229825,0.003795781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006115105,"about_ca_system_score_gemma":0.004480144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04207151,"about_ca_topic_score_gemma":0.07182416,"domain_scores_codex":[0.9995888,0.0001100117,0.000008982409,0.00006939853,0.0001059803,0.0001170006],"domain_scores_gemma":[0.9998395,0.00004877765,0.00001282125,0.00002382721,0.00003040852,0.00004453306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002089646,0.0000176216,0.00008701088,0.00005910832,0.000002980923,0.00007561049,0.002221172,0.0000735276,0.0001341085,0.4405358,0.5116888,0.04508344],"study_design_scores_gemma":[0.000002270263,0.000002702855,0.0001799384,0.00008487174,8.041413e-7,0.000015286,0.0008946525,0.00002361818,0.00003899871,0.04048672,0.9582669,0.000003258329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002741591,0.0538603,0.0005918455,0.1213902,0.004427021,0.00001562971,0.0001644871,0.00005768167,0.8167512],"genre_scores_gemma":[0.07480563,0.02228278,0.0004073769,0.02375151,0.001743885,0.00005320728,0.0001328939,0.0001396423,0.876683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04207151,"threshold_uncertainty_score":0.1221724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03590258109997826,"score_gpt":0.1883988374278146,"score_spread":0.1524962563278363,"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."}}