{"id":"W1931471857","doi":"","title":"Regulatory Information - Operation & Monitoring | Drinking Water | Manitoba Water Stewardship | Province of Manitoba","year":2004,"lang":"en","type":"article","venue":"","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Water supply; Water resource management; Environmental planning; Environmental health; Environmental science; Business; Environmental resource management; Environmental engineering; Political science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004288647,0.0001292635,0.0001119762,0.00004585293,0.0001605249,0.00007725227,0.000170874,0.00007102043,0.0004338559],"category_scores_gemma":[0.000002669385,0.00008192883,0.00004161796,0.00004018577,0.00007543274,0.001604982,0.0001732588,0.00009194079,0.00110969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004469291,"about_ca_system_score_gemma":0.00001327723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702902,"about_ca_topic_score_gemma":0.001463399,"domain_scores_codex":[0.9986933,0.00005025785,0.0003944106,0.0001497992,0.0004350224,0.0002771695],"domain_scores_gemma":[0.9996358,0.000004515412,0.00005372437,0.0002313096,0.00001355936,0.00006109813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001208253,0.0004126641,0.1483179,0.0002292021,0.00007097624,0.00001268869,0.01739152,0.1161949,0.694728,0.005877671,0.0004515536,0.01619213],"study_design_scores_gemma":[0.0004019572,0.00005757851,0.06090412,0.0000242811,0.000008695803,0.000004408506,0.0007831961,0.00005027097,0.9330826,0.000729275,0.003785109,0.0001684901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909464,0.00000173634,0.003188037,0.0004345151,0.0002669754,0.0002691705,0.000001829289,0.00006503917,0.004826354],"genre_scores_gemma":[0.9975193,0.000002535831,0.001973164,0.0001505525,0.00006569141,0.00001518221,0.00002922553,0.000007350035,0.0002370489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383546,"threshold_uncertainty_score":0.9996681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858235113892691,"score_gpt":0.2327140819863273,"score_spread":0.2141317308474004,"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."}}