{"id":"W4401951926","doi":"10.18280/ijdne.190431","title":"Managing the Saline Irrigation Water to Decrease Water Gap Under Climate Changes Effects","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Leaching (pedology); Environmental science; Irrigation; Soil salinity; Salinity; Arid; Saline water; Groundwater; Soil salinity control; Hydrology (agriculture); Farm water; Water resources; Return flow; Water quality; Leaching model; Agronomy; Water conservation; Soil water; Soil science; Geology; Mathematics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008031371,0.0001912975,0.0002193851,0.0003535075,0.0007617954,0.001505068,0.0007641934,0.0005796338,0.003304652],"category_scores_gemma":[0.002319851,0.0001069423,0.0002272766,0.0005705351,0.000496166,0.002283318,0.001320026,0.0006098941,0.000296094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000656732,"about_ca_system_score_gemma":0.001882468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361464,"about_ca_topic_score_gemma":0.00695473,"domain_scores_codex":[0.9995925,0.0001598581,0.00001905304,0.00006023701,0.00008931204,0.00007894699],"domain_scores_gemma":[0.9992366,0.0002233285,0.0001600193,0.00007458448,0.0002092562,0.00009628102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000579813,0.0009928483,0.05732937,0.0004295716,0.0001049019,0.0007636099,0.002044941,0.2999179,0.08307226,0.06666229,0.008840666,0.4792618],"study_design_scores_gemma":[0.000138367,0.001473626,0.02818652,0.0001306416,0.0001937129,0.0003590819,0.009770176,0.759293,0.04017432,0.1083643,0.05179622,0.0001200953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8057246,0.000506315,0.1472576,0.00299966,0.0001779746,0.0001537407,0.0001932187,0.0004458991,0.042541],"genre_scores_gemma":[0.9920886,0.00009377858,0.006534381,0.00008123061,0.000007487872,0.00002157337,0.00002209909,0.00002033533,0.001130603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003304652,"threshold_uncertainty_score":0.01105517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016578565390084,"score_gpt":0.2428562695362986,"score_spread":0.2326904838823978,"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."}}