{"id":"W3036702834","doi":"","title":"Towards a new paradigm of Socio-Hydrology; insights from the Saskatchewan River Basin","year":2011,"lang":"en","type":"article","venue":"AGUFM","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Drainage basin; Structural basin; Water resource management; Environmental science; Geography; Geology; Geomorphology; Cartography","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":[0.001428897,0.0004098147,0.0004044472,0.002537683,0.005407264,0.008863221,0.001702582,0.001448164,0.003153243],"category_scores_gemma":[0.001944258,0.0003144488,0.0002789938,0.004004024,0.01770113,0.005717986,0.00476963,0.002520098,0.0002064833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0361481,"about_ca_system_score_gemma":0.04998594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8367339,"about_ca_topic_score_gemma":0.9415592,"domain_scores_codex":[0.9994437,0.0003035727,0.00002316475,0.00004564193,0.00006069498,0.0001232613],"domain_scores_gemma":[0.9988275,0.0005395404,0.00008711794,0.00008644724,0.0002533093,0.0002060602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006054835,0.0001065819,0.0556,0.0003351969,0.00007936147,0.001747736,0.1146946,0.005382202,0.002317444,0.7617663,0.00673969,0.0511703],"study_design_scores_gemma":[0.00001837495,0.00003019922,0.08733476,0.0005557527,0.00004926036,0.0002828003,0.4169056,0.005761469,0.0004934084,0.4075881,0.08087656,0.0001036533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6801973,0.008746495,0.01453797,0.1175686,0.0001716666,0.000102916,0.0007192167,0.0001226953,0.1778332],"genre_scores_gemma":[0.9850846,0.003527538,0.002752159,0.002049769,0.00002120745,0.0000516538,0.00006087362,0.00003564332,0.006416474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1632661,"threshold_uncertainty_score":0.3284552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05757440707541168,"score_gpt":0.3189171624143701,"score_spread":0.2613427553389584,"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."}}