{"id":"W2330158408","doi":"10.2166/wp.2010.089","title":"Implementing participatory irrigation management in Thailand","year":2010,"lang":"en","type":"article","venue":"Water Policy","topic":"Water resources management and optimization","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Institute for Humanities Research, Arizona State University; Agricultural Research Development Agency; U.S. Department of Agriculture","keywords":"Irrigation management; Irrigation; Government (linguistics); Business; Citizen journalism; Corporate governance; Participatory management; Environmental planning; Environmental resource management; Political science; Management; Economics; Geography; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02298231,0.0004490743,0.0002798885,0.0009675163,0.005157819,0.004221722,0.0009748139,0.0007486281,0.001757224],"category_scores_gemma":[0.01681026,0.0003609135,0.0002684616,0.001967578,0.003091594,0.002159782,0.008737165,0.001164938,0.0001879651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00479218,"about_ca_system_score_gemma":0.01851676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005928455,"about_ca_topic_score_gemma":0.01009394,"domain_scores_codex":[0.9610017,0.03366082,0.0007658839,0.0009376501,0.001929415,0.001704566],"domain_scores_gemma":[0.9809101,0.01231752,0.002164232,0.00137219,0.001877165,0.001358885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003570408,0.0009128862,0.0296328,0.002568863,0.0001132899,0.003571901,0.3088112,0.01105815,0.008577694,0.04979409,0.006316639,0.5782854],"study_design_scores_gemma":[0.0004530969,0.002655902,0.05453378,0.00235303,0.0001377503,0.001718426,0.4447629,0.01665534,0.01440261,0.06563596,0.3964479,0.0002431444],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7645372,0.002987191,0.07772532,0.01073705,0.0001630683,0.003681003,0.0001640907,0.0002395161,0.1397656],"genre_scores_gemma":[0.9716852,0.0008908748,0.0225066,0.0003216378,0.00001708258,0.00102799,0.00004844146,0.00001339446,0.00348876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02298231,"threshold_uncertainty_score":0.1215435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331265156122105,"score_gpt":0.2420380522820166,"score_spread":0.2287254007207956,"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."}}