{"id":"W2338051357","doi":"","title":"Participatory Water Management Strategies: Contributions for Canada from Brazil’s National Water Resources Policy","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water resources management and optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Environmental planning; Political science; Environmental resource management; Participatory management; Water resources; Environmental protection; Business; Geography; Environmental science; Economics; Management; Ecology","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":[0.009724204,0.000599156,0.0004635902,0.001892532,0.0197584,0.008895323,0.001958081,0.004407194,0.004371421],"category_scores_gemma":[0.01467767,0.0003381654,0.0006760612,0.003181271,0.007584944,0.002970101,0.005892049,0.004466569,0.0001872726],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1694862,"about_ca_system_score_gemma":0.4049485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866731,"about_ca_topic_score_gemma":0.9927837,"domain_scores_codex":[0.9924397,0.001614155,0.0001701265,0.0003240449,0.002381458,0.003070545],"domain_scores_gemma":[0.9865648,0.003206681,0.0003620724,0.0002935926,0.005249787,0.004323095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001050259,0.0002019607,0.009029445,0.0009308871,0.00008083882,0.001678983,0.03887172,0.002714964,0.0009910017,0.5515001,0.2022508,0.1916442],"study_design_scores_gemma":[0.00005272332,0.0000520083,0.01342368,0.001261559,0.00007842301,0.0002804542,0.03725102,0.002076248,0.0007331384,0.0383931,0.9062602,0.0001375111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04868892,0.0259881,0.002748667,0.7512577,0.001321012,0.000264279,0.0002955517,0.00006482752,0.169371],"genre_scores_gemma":[0.8297786,0.04174854,0.01415761,0.05642141,0.0003274965,0.0002014821,0.0002560005,0.00008956724,0.05701919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1694862,"threshold_uncertainty_score":0.9632784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09723740764117789,"score_gpt":0.461290328902981,"score_spread":0.3640529212618031,"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."}}