{"id":"W4223657479","doi":"10.52536/2788-5909.2022-1.05","title":"INTERNATIONAL EXPERIENCE IN ENSURING FOOD SECURITY: OPPORTUNITIES FOR KAZAKHSTAN","year":2022,"lang":"en","type":"article","venue":"Central Asia s Affairs","topic":"Russia and Soviet political economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Context (archaeology); Famine; Business; Relevance (law); Population; Food systems; State (computer science); Political science; International trade; Geography; Agriculture; Sociology","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":[0.002180926,0.0003876592,0.0003544556,0.0005325325,0.009820564,0.004987168,0.0004356995,0.0009927517,0.004925941],"category_scores_gemma":[0.00145181,0.0001853307,0.0002570932,0.001303985,0.005020924,0.003072119,0.004842601,0.001859026,0.0005236142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003014002,"about_ca_system_score_gemma":0.002408632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050316,"about_ca_topic_score_gemma":0.01302232,"domain_scores_codex":[0.9980382,0.0009436253,0.00006373812,0.00007117965,0.0001135716,0.000769572],"domain_scores_gemma":[0.9992768,0.0001681302,0.0001463022,0.00005180877,0.0000773862,0.0002795486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001732456,0.0001777777,0.02337821,0.0003445083,0.00002412868,0.003104995,0.8610938,0.0003761126,0.002406439,0.06701178,0.008486853,0.03342218],"study_design_scores_gemma":[0.000007462942,0.0001488502,0.01877838,0.0001801142,0.00001295674,0.00100584,0.7676883,0.00008697627,0.0005459386,0.00322621,0.2082827,0.00003622921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022336,0.004910654,0.0008426451,0.01239565,0.0004044409,0.00001742516,0.00006211251,0.00003669693,0.07909684],"genre_scores_gemma":[0.9938669,0.00135042,0.0001521174,0.0005867057,0.00002507708,0.000004845149,0.0000192383,0.000009332307,0.003985321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050316,"threshold_uncertainty_score":0.02186817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07113968980316122,"score_gpt":0.3051216189645722,"score_spread":0.233981929161411,"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."}}