{"id":"W4324147330","doi":"10.5539/jsd.v16n2p95","title":"Solving the Food-Water-Energy Nexus One Step at a Time: Modernizing Irrigated Agriculture in Hood River, Oregon","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food energy; Agriculture; Nexus (standard); Natural resource economics; Water-energy nexus; Water conservation; Water scarcity; Environmental science; Water resource management; Population; Sustainability; Water resources; Business; Geography; Ecology; Economics","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":[0.0004527198,0.0001616105,0.00008197051,0.0003464639,0.003158307,0.003761203,0.0008731763,0.0008159326,0.003632439],"category_scores_gemma":[0.0005709711,0.0001399789,0.0001636902,0.0007860643,0.001758463,0.002262073,0.002369017,0.002048566,0.0001450459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003841104,"about_ca_system_score_gemma":0.006885192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09632561,"about_ca_topic_score_gemma":0.3783436,"domain_scores_codex":[0.999803,0.0000541491,0.000007714138,0.00001835939,0.00005623639,0.00006050275],"domain_scores_gemma":[0.999792,0.0000413851,0.00002861255,0.00001120117,0.0000307722,0.00009601214],"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":[0.0002248835,0.00224379,0.1346588,0.0007778331,0.00008292836,0.01315723,0.06196909,0.004346302,0.01791801,0.1400859,0.1300713,0.494464],"study_design_scores_gemma":[0.00005793184,0.000281001,0.1020258,0.0006880564,0.00005334209,0.001066447,0.1883646,0.003575455,0.003674943,0.01906851,0.6810681,0.00007578692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7167481,0.003814524,0.003777933,0.09841993,0.0004000518,0.0002278081,0.0003397696,0.0001313619,0.1761405],"genre_scores_gemma":[0.9183698,0.01352287,0.01481719,0.008459252,0.0001438626,0.00015374,0.0003306343,0.00007025868,0.04413244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09632561,"threshold_uncertainty_score":0.1915299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136089631853913,"score_gpt":0.1835045167914204,"score_spread":0.1721436204728813,"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."}}