{"id":"W4411553807","doi":"10.53328/inr25mmu005","title":"Expanding Irrigation Could Enhance Child Nutrition but Risks Unsustainable Water Use","year":2025,"lang":"en","type":"report","venue":"","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Irrigation; Water resource management; Environmental science; Natural resource economics; Business; Environmental planning; Geography; Economics; 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":[0.000639729,0.0001658774,0.00006876064,0.0002694383,0.0002856909,0.0005410074,0.0003035019,0.0003620169,0.009198512],"category_scores_gemma":[0.0012944,0.00006258462,0.0001468838,0.0003959906,0.000296149,0.0004390048,0.0007751693,0.0002871942,0.0005837006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004749577,"about_ca_system_score_gemma":0.001792792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005887574,"about_ca_topic_score_gemma":0.0503235,"domain_scores_codex":[0.9997423,0.0001064402,0.000008433518,0.0000176167,0.00005245705,0.00007271871],"domain_scores_gemma":[0.999617,0.0001640947,0.00007690422,0.00002517866,0.00005829812,0.00005861852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004398882,0.00120818,0.2537257,0.001843162,0.00005409987,0.002098954,0.003677053,0.00206967,0.01052562,0.03160772,0.06983786,0.6229121],"study_design_scores_gemma":[0.00009047794,0.001378831,0.4854848,0.001530876,0.0001144535,0.00163161,0.01013217,0.0005827114,0.01016132,0.009928145,0.4789204,0.00004420734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4403286,0.006586548,0.002764608,0.01635321,0.0002708691,0.0004205093,0.003080656,0.0001892662,0.5300058],"genre_scores_gemma":[0.9160956,0.01165152,0.0110536,0.002126601,0.0001134321,0.0003215474,0.000967209,0.00003101371,0.0576395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009198512,"threshold_uncertainty_score":0.03077209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04481807768193439,"score_gpt":0.3510098989914628,"score_spread":0.3061918213095284,"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."}}