{"id":"W2408468038","doi":"","title":"Lake Winnipeg Stewardship Board | Lake Winnipeg | Water Quality: Rivers, Lakes and Wells | Water Stewardship Division | Sustainable Development | 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":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Water quality; Water resource management; Water development; Sustainable development; Environmental science; Geography; Water resources; Hydrology (agriculture); Ecology; Geology; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00180744,0.0004497968,0.000500997,0.0001160857,0.00044148,0.0001551247,0.0004449555,0.0002018402,0.00232536],"category_scores_gemma":[0.00002025764,0.0002888925,0.0001039592,0.000162892,0.0004951002,0.0007926695,0.0009454551,0.0002430208,0.0006788273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988718,"about_ca_system_score_gemma":0.00009437765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002685672,"about_ca_topic_score_gemma":0.03281294,"domain_scores_codex":[0.9959217,0.0003066268,0.0008828878,0.0007604112,0.001033387,0.001095039],"domain_scores_gemma":[0.9989133,0.00004799394,0.0001470694,0.0005335378,0.00005044109,0.0003076085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001837557,0.006729442,0.6210667,0.005061731,0.001008154,0.001064058,0.08703218,0.01340554,0.1975587,0.02650723,0.01388994,0.02483875],"study_design_scores_gemma":[0.003033787,0.0004082313,0.1771289,0.0001125079,0.0000592361,0.00001333167,0.005581336,0.00001192555,0.4556919,0.004590653,0.3521846,0.001183625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874254,0.00002401713,0.001347971,0.002508115,0.0001465753,0.0008209702,0.00003758671,0.0001296587,0.007559717],"genre_scores_gemma":[0.9789554,0.00001365193,0.002724376,0.0006952626,0.00003921226,0.00003154099,0.0001111797,0.00003361949,0.01739568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4439379,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898757192356258,"score_gpt":0.2467783138127038,"score_spread":0.2277907418891413,"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."}}