{"id":"W3095904145","doi":"","title":"Deliberative democracy in Canadian watershed governance","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Regina","funders":"","keywords":"Watershed; Corporate governance; Democracy; Environmental planning; Deliberative democracy; Public administration; Political science; Environmental resource management; Business; Geography; Environmental science; Politics; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01200002,0.0003066764,0.0003835096,0.003240119,0.0268533,0.008723672,0.001627377,0.001429441,0.00326722],"category_scores_gemma":[0.01835769,0.0003502941,0.0004058705,0.007005617,0.02694969,0.003123858,0.007000161,0.002314917,0.0001279832],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2148771,"about_ca_system_score_gemma":0.2845066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862806,"about_ca_topic_score_gemma":0.9918619,"domain_scores_codex":[0.9856156,0.004776137,0.0004011063,0.001177728,0.00414752,0.003881869],"domain_scores_gemma":[0.9894468,0.003690229,0.0008922327,0.0007584689,0.003595927,0.001616314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004142457,0.00002869155,0.02227517,0.0003393978,0.00003920541,0.0006057229,0.1344891,0.003615856,0.0004095135,0.7569088,0.01095633,0.07029085],"study_design_scores_gemma":[0.00004114557,0.0000406877,0.09718315,0.0009748416,0.00006210592,0.000218338,0.1508716,0.002679595,0.0007136632,0.1697387,0.5772845,0.0001916397],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3285396,0.01108801,0.01594107,0.06679237,0.0002582562,0.0005056811,0.0004422734,0.0001379494,0.5762948],"genre_scores_gemma":[0.9891678,0.00142421,0.002006648,0.0008766469,0.00001165137,0.00005046405,0.00005649755,0.00001533515,0.006390784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2148771,"threshold_uncertainty_score":0.9106313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429177345677065,"score_gpt":0.5274952578360573,"score_spread":0.3845775232683509,"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."}}