{"id":"W4328122522","doi":"10.1002/9781119569503.ch9","title":"Risk Analysis for Indoor Swimming Pools","year":2023,"lang":"en","type":"other","venue":"","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Trihalomethane; Environmental science; Recreation; Chlorine; Fuzzy logic; Environmental chemistry; Environmental engineering; Computer science; Chemistry; Ecology; Water treatment; Biology","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":[0.001516735,0.0011406,0.00058098,0.001664266,0.000557414,0.001602402,0.00076762,0.0007403112,0.004093865],"category_scores_gemma":[0.002395188,0.0002757107,0.001477094,0.0007991163,0.0004746036,0.0009266281,0.001003877,0.0005492106,0.0003812726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155435,"about_ca_system_score_gemma":0.001031127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006414039,"about_ca_topic_score_gemma":0.004305179,"domain_scores_codex":[0.9988995,0.0003271325,0.00005163721,0.0001702104,0.0004525208,0.00009901734],"domain_scores_gemma":[0.9992431,0.000369572,0.0001293911,0.00003823889,0.0001960139,0.00002368881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000138867,0.00008470994,0.007979833,0.0002916152,0.0001849821,0.0006815248,0.0002532278,0.8686696,0.007624132,0.03943729,0.001965841,0.07268836],"study_design_scores_gemma":[0.000007785303,0.0001589007,0.005371688,0.000077946,0.00009137108,0.0003230239,0.0003443936,0.9534185,0.003381679,0.0326467,0.004132286,0.00004576637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.134682,0.001312026,0.8332492,0.0005467503,0.00007749414,0.0002290516,0.0006207409,0.0002922287,0.02899048],"genre_scores_gemma":[0.8949596,0.001094008,0.08988556,0.00007600951,0.00005911712,0.0001978164,0.0004937589,0.00004399818,0.01319018],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006414039,"threshold_uncertainty_score":0.0136953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045586708556739,"score_gpt":0.2334558160468888,"score_spread":0.2229999489613214,"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."}}