{"id":"W3104494300","doi":"10.1002/essoar.10503531.1","title":"Calculating Required Purification Effort to Turn Source Water into Drinking Water Using an Adapted CCME Water Quality Index","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"World Wide Web; Electronic mail; Computer science; Internet privacy","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":[0.001665647,0.0006224781,0.0005045704,0.003265634,0.0002383035,0.001009193,0.0005805602,0.0004314307,0.001625051],"category_scores_gemma":[0.004568713,0.0001621387,0.0008091909,0.003370297,0.0003206334,0.0008746147,0.0007092023,0.0003550299,0.0002764355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772275,"about_ca_system_score_gemma":0.001228221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02355783,"about_ca_topic_score_gemma":0.03052394,"domain_scores_codex":[0.9986138,0.0001982816,0.0001552782,0.0002309488,0.0006949005,0.0001068561],"domain_scores_gemma":[0.998456,0.0005011274,0.0002562657,0.0001537984,0.0005770433,0.00005579292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002401542,0.0003794688,0.167324,0.0006288218,0.000353928,0.000166615,0.0002070097,0.6219854,0.02422429,0.006214552,0.003834715,0.174441],"study_design_scores_gemma":[0.00003428959,0.0003856299,0.1736612,0.00003492943,0.00008383003,0.0001062678,0.0002298945,0.7736689,0.03634966,0.003957831,0.01138678,0.0001008335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7149222,0.0002766924,0.2520306,0.0001675047,0.00004954,0.0007532138,0.007836285,0.0007839219,0.02318014],"genre_scores_gemma":[0.8409991,0.0001524919,0.1503328,0.00003872159,0.000008343042,0.0003332624,0.004898748,0.00009053804,0.003146019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9764422,"threshold_uncertainty_score":0.04684144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830617026644238,"score_gpt":0.2701596226390986,"score_spread":0.2218534523726562,"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."}}