{"id":"W2775223153","doi":"10.1002/ird.2216","title":"Icid Vision 2030: A Water Secure World Free of Poverty and Hunger","year":2017,"lang":"en","type":"article","venue":"Irrigation and Drainage","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Centre for Infectious Diseases","funders":"","keywords":"Citation; Poverty; Sociology; Social science; Political science; Geography; Library science; Law; Computer science","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":[0.000126305,0.00009341176,0.0001123941,0.00002549009,0.0003485132,0.00005152404,0.0001303645,0.00003488856,0.0002843774],"category_scores_gemma":[0.00002206211,0.00006200047,0.00001994591,0.00002394163,0.0002775674,0.0003215826,0.000482212,0.00004385968,0.00002129288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001731984,"about_ca_system_score_gemma":0.000001124596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000429537,"about_ca_topic_score_gemma":0.001253157,"domain_scores_codex":[0.9993693,0.00002097444,0.0001133735,0.0001997216,0.0001535885,0.0001430796],"domain_scores_gemma":[0.9995663,0.00001192041,0.00006394462,0.0002974183,0.000006968687,0.00005351767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001778827,0.0002813584,0.01642254,0.000172495,0.0001007163,0.000043529,0.01128484,0.0000366754,0.449911,0.4476148,0.03795339,0.03600077],"study_design_scores_gemma":[0.0006325897,0.00008640452,0.2612025,0.00003002518,0.00001585244,0.000002342286,0.00008680652,0.0002711033,0.03579729,0.6907863,0.01092712,0.0001617005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.164966,0.00006181253,0.00005156136,0.004080107,0.00008689563,0.0001037896,0.00001700872,0.00002030797,0.8306125],"genre_scores_gemma":[0.9956023,0.000001609167,0.000209631,0.0003926301,0.00002118224,0.00000472878,0.000004068278,0.000006941609,0.003756924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8306363,"threshold_uncertainty_score":0.3113734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00866827550749871,"score_gpt":0.2278626274029736,"score_spread":0.2191943518954749,"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."}}