{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004490245,0.00009414148,0.0003112981,0.00006243417,0.0002595376,0.00003616605,0.00008649643,0.0001010017,0.000007214356],"category_scores_gemma":[0.00004004266,0.00005404256,0.00007145295,0.0001237683,0.0001328766,0.0001581661,0.000005562001,0.0001460198,0.000002879719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003540227,"about_ca_system_score_gemma":0.00001714524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001375179,"about_ca_topic_score_gemma":0.0001508881,"domain_scores_codex":[0.998955,0.0002969085,0.0002355222,0.00008366118,0.0002065674,0.0002223383],"domain_scores_gemma":[0.999461,0.00006045503,0.000211446,0.00003380034,0.0001246849,0.0001086299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007075348,0.0007954916,0.002920301,0.0002228949,0.002379845,0.0001763239,0.7139758,0.0003594907,0.02534605,0.1567472,0.0118374,0.08453169],"study_design_scores_gemma":[0.000893036,0.003443166,0.5003896,0.00009838148,0.0003063157,0.0005188722,0.4854164,0.000005407011,0.00003019845,0.006120581,0.002487421,0.0002905814],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411126,0.003958208,0.000103994,0.04468001,0.0005534316,0.0001375978,0.000004480563,0.00001877858,0.009430944],"genre_scores_gemma":[0.9985725,0.0004217752,0.0001537395,0.0002131513,0.0005504836,0.000001215213,7.949805e-7,0.000001885817,0.00008450651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4974693,"threshold_uncertainty_score":0.2203792,"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."}}