{"id":"W2406320838","doi":"","title":"Assiniboine River Study | Water Quality Management | 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":"Water quality; Stewardship (theology); Water resource management; Water development; Division (mathematics); Environmental science; Sustainable development; Hydrology (agriculture); Environmental planning; Water resources; Geology","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":[0.001469198,0.0007101423,0.0006626554,0.001751687,0.004619536,0.001629837,0.001378512,0.001124742,0.008667058],"category_scores_gemma":[0.002230059,0.0009196299,0.0006272974,0.004556743,0.0006130324,0.0008808287,0.002404787,0.001171695,0.001019428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007372955,"about_ca_system_score_gemma":0.03056862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8980379,"about_ca_topic_score_gemma":0.9740457,"domain_scores_codex":[0.9989836,0.000250629,0.00006946374,0.0001152056,0.0002748469,0.00030626],"domain_scores_gemma":[0.9954725,0.000647412,0.0004610468,0.0002830044,0.002025797,0.00111019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001811802,0.001025305,0.8099779,0.0009390751,0.0003034284,0.001197537,0.003192478,0.001128211,0.002658617,0.002991588,0.1333669,0.04140715],"study_design_scores_gemma":[0.0002375889,0.0001543878,0.9554107,0.0001514404,0.0000610386,0.0001133961,0.003463057,0.000298419,0.0005331762,0.0001778264,0.03936398,0.00003507218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749831,0.004091163,0.001005559,0.01177655,0.0005762071,0.002349794,0.1441943,0.0001414859,0.06088197],"genre_scores_gemma":[0.7664701,0.006130523,0.00474522,0.003188605,0.0001856564,0.004645454,0.04646458,0.0001726718,0.1679972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019621,"threshold_uncertainty_score":0.2051251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477204869912764,"score_gpt":0.2739385226288272,"score_spread":0.2491664739296996,"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."}}