{"id":"W2514457189","doi":"","title":"Agricultural Participation in Integrated Water Resources Management (IWRM) in Canada: Four case studies","year":2011,"lang":"en","type":"article","venue":"","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Integrated water resources management; Agriculture; Environmental resource management; Environmental planning; Water resources; Political science; Water resource management; Business; Geography; Environmental science","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":[0.00154115,0.0002740267,0.0003470482,0.0006430038,0.005499261,0.002324658,0.001684526,0.001465016,0.002228683],"category_scores_gemma":[0.002726512,0.0001734336,0.0003172649,0.002568061,0.002102577,0.0008449523,0.0017971,0.001012365,0.0001072704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04465974,"about_ca_system_score_gemma":0.04854165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846201,"about_ca_topic_score_gemma":0.9953166,"domain_scores_codex":[0.9981346,0.0003428014,0.00003493145,0.0001100422,0.0003072864,0.00107019],"domain_scores_gemma":[0.9976678,0.0005867539,0.0002167661,0.00007593577,0.0006110695,0.0008415482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001869258,0.004184594,0.5344558,0.0007228983,0.0003497525,0.01251496,0.07971951,0.05122994,0.006719687,0.06177395,0.0119608,0.2344989],"study_design_scores_gemma":[0.0002836944,0.0009258277,0.5791183,0.000374132,0.0003155153,0.001102301,0.2895322,0.0358246,0.003227391,0.005541268,0.0835941,0.0001606768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896525,0.0001804324,0.0002425503,0.0006189277,0.000003827328,0.00006429045,0.00009079931,0.00000646117,0.009140348],"genre_scores_gemma":[0.9950327,0.0001698145,0.0004671874,0.00008314727,0.000002015597,0.00001502704,0.00007631377,0.000003589005,0.004150188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04465974,"threshold_uncertainty_score":0.3240306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103748228903418,"score_gpt":0.2015234459674303,"score_spread":0.1704859636783961,"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."}}