{"id":"W7019518231","doi":"","title":"A history and policy review of water management in the lower Red River basin","year":2014,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drainage basin; Government (linguistics); Irrigation; Agriculture; Drainage; Legislation; Structural basin; Farm water; Water resources","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":[],"consensus_categories":[],"category_scores_codex":[0.0004538014,0.00009115654,0.0002314124,0.0001040071,0.00009529796,0.000004831427,0.0003734947,0.00008687434,0.00003282522],"category_scores_gemma":[0.0000140336,0.00007766113,0.00008246536,0.00009828146,0.000181572,0.00007196604,0.00004566698,0.0001003276,0.000008866559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814477,"about_ca_system_score_gemma":0.00003572449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04144599,"about_ca_topic_score_gemma":0.3674434,"domain_scores_codex":[0.9990897,0.0001806782,0.00008054112,0.0001584102,0.0003412839,0.0001494485],"domain_scores_gemma":[0.9995482,0.00001910827,0.0001774906,0.0001791296,0.00004894433,0.00002712579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007893758,0.0007810995,0.01440706,0.03728188,0.0004685961,0.0003453172,0.3134356,0.000004832383,0.0001310318,0.04947738,0.5523751,0.03050267],"study_design_scores_gemma":[0.0001847987,0.00002975541,0.08845818,0.001696554,0.00006742404,1.685103e-7,0.01751291,9.875178e-7,0.000004811142,0.0001590034,0.8917879,0.00009745913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.674693,0.007480582,0.000007723013,0.01600436,0.0003172725,0.0009119092,0.00001238708,0.000016806,0.300556],"genre_scores_gemma":[0.7530594,0.1160975,0.0004777381,0.001742251,0.00031411,0.000003223659,0.0001399704,0.00004339875,0.1281224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3394128,"threshold_uncertainty_score":0.9649371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405293994656101,"score_gpt":0.2226360235105035,"score_spread":0.2085830835639425,"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."}}