{"id":"W1811251483","doi":"10.14217/5k3w8fb9png2-en","title":"Surging Food Prices and Commonwealth Developing Countries","year":2008,"lang":"en","type":"paratext","venue":"Commonwealth trade hot topics","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Livelihood; Poverty; Food prices; Development economics; Developing country; Malnutrition; Economic growth; Food security; Economics; Business; Geography; Agricultural economics; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001213994,0.0004193618,0.0002940581,0.003205064,0.004319089,0.006770357,0.0006681214,0.001918659,0.01558101],"category_scores_gemma":[0.004818674,0.0002527669,0.0001969528,0.01403003,0.00305786,0.004122749,0.00463619,0.001948225,0.001176693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004358641,"about_ca_system_score_gemma":0.01282138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06974354,"about_ca_topic_score_gemma":0.1388564,"domain_scores_codex":[0.9989045,0.0003359531,0.00006806954,0.00005919395,0.0002901381,0.0003421265],"domain_scores_gemma":[0.9970714,0.001271623,0.0005756649,0.0001437289,0.0003830645,0.000554562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005751875,0.0001404556,0.04574272,0.001878612,0.0000355861,0.001711636,0.03066101,0.0002189184,0.0003166006,0.05736635,0.7664835,0.09538704],"study_design_scores_gemma":[0.00001313315,0.00002578845,0.1487235,0.001228087,0.000009106074,0.0002658674,0.02549381,0.00003326397,0.0001604966,0.003625424,0.8203891,0.00003247179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.126069,0.1499604,0.0001340164,0.2429858,0.009615995,0.0001770627,0.006613267,0.00007549459,0.4643691],"genre_scores_gemma":[0.5369287,0.3068434,0.0004913978,0.03277704,0.007312486,0.000350424,0.003322075,0.0001313273,0.1118433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06974354,"threshold_uncertainty_score":0.1386752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05576866114004665,"score_gpt":0.3165482179490287,"score_spread":0.2607795568089821,"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."}}