{"id":"W2790406477","doi":"10.6000/1927-5129.2018.14.07","title":"Impact of Unequal Distribution of Canal Water on Farm Produce: A Case Study Matli Taluka","year":2018,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irrigation; Respondent; Water scarcity; Environmental science; Economic shortage; Water resource management; Agriculture; Geography; Agronomy; Government (linguistics)","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":[0.001388196,0.0001205728,0.0002831448,0.00002434508,0.0002452337,0.0000669345,0.0003056332,0.00004124052,0.0001332478],"category_scores_gemma":[0.00003805548,0.00003214281,0.0001272565,0.0003094185,0.000277962,0.0001625462,0.00004938472,0.0001248154,0.000006072198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004651691,"about_ca_system_score_gemma":0.00004592494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141896,"about_ca_topic_score_gemma":0.001554227,"domain_scores_codex":[0.9986888,0.00006399117,0.000515676,0.0001873422,0.0003309395,0.0002132746],"domain_scores_gemma":[0.9988263,0.0001467301,0.0006808022,0.00004420095,0.0002132971,0.00008869464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009810879,0.002434063,0.07021076,0.00001827116,0.0002812876,0.0001564225,0.003922023,0.0006425916,0.8080849,0.0009197831,0.0006732332,0.1116756],"study_design_scores_gemma":[0.001374399,0.04002307,0.7922965,0.00007914398,0.000229717,0.001595445,0.03609018,0.0002317331,0.1245171,0.001000365,0.001859708,0.0007026473],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988865,0.00001577073,0.000001220722,0.0003113422,0.0001275195,0.0001687097,0.00003271679,0.000003246965,0.0004529811],"genre_scores_gemma":[0.9996035,0.00000541601,0.00002059245,0.00001694144,0.0003354312,0.000001714086,0.000004438262,4.633332e-7,0.00001150638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7220858,"threshold_uncertainty_score":0.3237921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799658229233543,"score_gpt":0.2902654414845836,"score_spread":0.2522688591922482,"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."}}