{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006155226,0.0002887039,0.0003450447,0.0002717628,0.0001658685,0.0004533092,0.0003263259,0.0002691153,0.0002180461],"category_scores_gemma":[0.0005346827,0.0001364328,0.0004194843,0.0002750475,0.0001877564,0.000257495,0.00025365,0.0001704266,0.00006580068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122696,"about_ca_system_score_gemma":0.000351877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01678863,"about_ca_topic_score_gemma":0.01951187,"domain_scores_codex":[0.9998088,0.00004812127,0.000009015388,0.00005619485,0.0000501147,0.00002774071],"domain_scores_gemma":[0.9996412,0.0001113619,0.00008873828,0.00003727251,0.00006912105,0.0000522221],"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":[0.0006384338,0.0001075714,0.2345669,0.00008932917,0.0001609605,0.0002294838,0.0001937319,0.04556188,0.7101976,0.0001373785,0.00005647966,0.008060238],"study_design_scores_gemma":[0.00002945375,0.001198718,0.7668704,0.000006983189,0.0001179594,0.0001633833,0.0003052698,0.1286777,0.1019681,0.0001543399,0.0004670746,0.0000406708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992914,0.00002447302,0.0005589445,0.000003276465,3.816382e-7,0.000002334961,0.00004335355,0.000009931485,0.00006588661],"genre_scores_gemma":[0.9992913,0.00001701941,0.0005523978,0.000002763727,2.23279e-7,0.000002674606,0.00007518978,0.000003058128,0.00005545167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01678863,"threshold_uncertainty_score":0.03338182,"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."}}