{"id":"W2099770092","doi":"10.1002/ird.1912","title":"Evaluating the Productivity Potential of Chickpea, Lentil and Faba Bean Under Saline Water Irrigation Systems","year":2015,"lang":"en","type":"article","venue":"Irrigation and Drainage","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"FP7 Food, Agriculture and Fisheries, Biotechnology; European Commission","keywords":"Salinity; Irrigation; Agronomy; Saline water; Crop; Legume; Soil salinity; Productivity; Environmental science; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049897,0.00007171746,0.00008657668,0.000004533088,0.0001946421,0.0000384721,0.00003951322,0.00002923244,0.00001233631],"category_scores_gemma":[0.00001760434,0.00002220646,0.0000168578,0.00003858865,0.0001500468,0.00007274404,0.00006976228,0.0000386524,0.000003269465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008861922,"about_ca_system_score_gemma":0.000001828287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569481,"about_ca_topic_score_gemma":0.00004934685,"domain_scores_codex":[0.9993524,0.0000901181,0.0001279982,0.0001549751,0.0001761132,0.00009840938],"domain_scores_gemma":[0.9998205,0.00001975025,0.00005479544,0.00003531896,0.00003078933,0.00003881258],"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":[0.00005766629,0.00008274469,0.002317926,0.00004228287,0.00003335997,7.301315e-7,0.002161927,0.0008212746,0.95061,0.006516953,0.00007333287,0.03728183],"study_design_scores_gemma":[0.0006923077,0.0008215613,0.8861641,0.00003765007,0.00008538171,0.00002538352,0.01367356,0.005421727,0.01516382,0.07674024,0.0008827352,0.000291493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952444,0.0003319262,0.00004172302,0.002071708,0.00009871153,0.0002020137,0.000007655506,0.00001114069,0.001990671],"genre_scores_gemma":[0.9993696,0.000003419115,0.00003751009,0.00004353686,0.0001022494,0.000008083341,0.0000300947,6.834551e-7,0.0004048862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9354461,"threshold_uncertainty_score":0.149705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05931650532359513,"score_gpt":0.2636269213468895,"score_spread":0.2043104160232944,"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."}}