{"id":"W4391255933","doi":"10.33245/2310-9262-2023-185-2-57-64","title":"Global and national aspects of food security in the minds of an unstable economy","year":2023,"lang":"en","type":"article","venue":"Ekonomìka ta upravlìnnâ APK","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; National security; Economics; Natural resource economics; Business; Political science; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007124921,0.0001130079,0.0002156511,0.00002394362,0.00006074973,0.00003081089,0.0003036328,0.00007301704,0.00009356377],"category_scores_gemma":[0.00007039012,0.00004025916,0.00006979048,0.001050251,0.00008310406,0.0001554135,0.00008266576,0.00006458154,0.000004600042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002678146,"about_ca_system_score_gemma":0.00001894657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00028158,"about_ca_topic_score_gemma":0.006241824,"domain_scores_codex":[0.9989711,0.0001269143,0.000273981,0.0002373678,0.0002025964,0.0001880357],"domain_scores_gemma":[0.9994361,0.0002231098,0.0001420218,0.00006284335,0.00008791925,0.00004802196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004192936,0.002093992,0.3608128,0.00020992,0.0005700209,0.00003958373,0.005376896,0.0004283379,0.0285325,0.5295915,0.01680471,0.05512042],"study_design_scores_gemma":[0.0003044218,0.0004705653,0.9468941,0.00001396836,0.00002523723,0.000009660804,0.002236456,0.0005798855,0.000789924,0.03374595,0.01473408,0.000195734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954431,0.0000707694,3.758868e-7,0.0009413863,0.00001869205,0.000150284,0.0001009093,0.00001658706,0.04426998],"genre_scores_gemma":[0.9996132,0.00001244726,0.00001916063,0.00008994924,0.00008979668,0.00001048507,0.0001356306,4.797913e-7,0.00002884399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5860813,"threshold_uncertainty_score":0.3483084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244718280372349,"score_gpt":0.2184701026866298,"score_spread":0.2060229198829064,"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."}}