{"id":"W2159690028","doi":"10.5539/sar.v4n1p1","title":"Water Policy Under Risk and Uncertainty A Dynamic Evaluation Model of Fodder Cultivation in Oman","year":2014,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Water resources management and optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Agriculture; Attractiveness; Investment (military); Irrigation; Government (linguistics); Business; Production (economics); Environmental economics; Water resources; Natural resource economics; Environmental science; Agricultural engineering; Economics; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001611356,0.0001091137,0.000121051,0.0004564929,0.0001059276,0.00006387475,0.0001061797,0.00009578453,0.000009164834],"category_scores_gemma":[0.0001178937,0.00006985549,0.00002144215,0.0005873366,0.00004234545,0.0002342602,0.00009204925,0.0002191536,0.000002740546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662957,"about_ca_system_score_gemma":0.00001888381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007353115,"about_ca_topic_score_gemma":0.0001818458,"domain_scores_codex":[0.9985369,0.000212979,0.0001777763,0.0001825552,0.0004444577,0.0004453535],"domain_scores_gemma":[0.999347,0.00003640679,0.00002038787,0.0001398023,0.0004123868,0.0000440552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001164436,0.00002592797,0.0003332689,0.0002098345,0.00001328966,4.644023e-7,0.001582336,0.9911248,0.002059284,0.003003196,0.0002278498,0.001408098],"study_design_scores_gemma":[0.0005170471,0.00003724009,0.004105392,0.00001872819,0.00001054332,2.893255e-7,0.00245234,0.9757235,0.0007149156,0.01588609,0.0004293222,0.0001045821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804905,0.0001022765,0.01267326,0.0003558007,0.000009700952,0.0008286022,0.000001656239,0.00005266878,0.005485551],"genre_scores_gemma":[0.9977024,0.00008510902,0.0001555036,0.000004945321,0.00003253044,0.00007603761,0.00007993597,0.00001448046,0.001849111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721186,"threshold_uncertainty_score":0.2848625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154141697031009,"score_gpt":0.2802273156274586,"score_spread":0.2648131459243577,"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."}}