{"id":"W1649915311","doi":"10.14877/agrmet2.sp09.0.225.0","title":"Asian food systems under dietary transition and climatic changes","year":2009,"lang":"en","type":"article","venue":"Journal of Agricultural Meteorology","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nutrition transition; Environmental science; Food systems; Geography; Food security; Biology; Agriculture","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":[0.0004454199,0.0001563452,0.0002420431,0.000718585,0.0007281892,0.001646745,0.0003520326,0.000454259,0.002613616],"category_scores_gemma":[0.0006671568,0.0002060369,0.0003554876,0.001488017,0.0008686177,0.001140247,0.001099716,0.0004653326,0.0001997756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492694,"about_ca_system_score_gemma":0.000988376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04771186,"about_ca_topic_score_gemma":0.0583187,"domain_scores_codex":[0.9998161,0.00003510073,0.00001139814,0.00002918456,0.0000127539,0.00009546627],"domain_scores_gemma":[0.9995469,0.00004496836,0.0001526935,0.00003216644,0.00007403241,0.0001492885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007989124,0.0001593583,0.9743631,0.00005133601,0.000231688,0.0007942684,0.007759618,0.0009835918,0.00264199,0.004108395,0.0006282222,0.00747934],"study_design_scores_gemma":[0.00001134495,0.0000596096,0.9875259,0.000005256163,0.00003904096,0.00009270312,0.01053325,0.000481325,0.0001079402,0.0006312975,0.0005047962,0.000007583109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989814,0.00004613996,0.0000172725,0.0001555625,0.000002698595,0.000002312093,0.0001003568,0.00000149007,0.0006926112],"genre_scores_gemma":[0.9997354,0.0000441078,0.00001329267,0.00002019793,0.00000182119,0.000001897408,0.00007654293,4.732058e-7,0.0001062822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04771186,"threshold_uncertainty_score":0.09486824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862619533512759,"score_gpt":0.2691835736614697,"score_spread":0.2405573783263421,"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."}}