{"id":"W4414254710","doi":"10.31891/2307-5740-2025-344-4-53","title":"ТРАНСФОРМАЦІЯ СИСТЕМИ РОЗВИТКУ ЕКСПОРТНОГО ПОТЕНЦІАЛУ УКРАЇНИ НА ОСНОВІ ТОРГОВЕЛЬНОГО ДОСВІДУ КРАЇН G7","year":2025,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Economic sciences","topic":"Economic and Business Development Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Vulnerability (computing); Relevance (law); Currency; Trade barrier; Balance of trade; Economic stability; Balance (ability)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009902469,0.0002795712,0.0006055653,0.001111037,0.0005284153,0.000151576,0.001045771,0.0001764965,0.00206116],"category_scores_gemma":[0.00005836628,0.0003536122,0.0002201074,0.0006181972,0.0006514429,0.00136727,0.0002308402,0.000166121,0.0006511288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006972206,"about_ca_system_score_gemma":0.000937321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037985,"about_ca_topic_score_gemma":0.0003616935,"domain_scores_codex":[0.997801,0.00002632498,0.0008031857,0.0008316966,0.00009557448,0.0004422383],"domain_scores_gemma":[0.9986873,0.0002151071,0.0006257557,0.0002585591,0.0001172199,0.00009607176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003436321,0.00007723394,0.0462207,0.00003920445,0.0001058546,0.000002485897,0.0001499755,0.001751104,0.00002015538,0.9437333,0.007523304,0.0003423335],"study_design_scores_gemma":[0.003649225,0.0001611151,0.1486896,0.000194108,0.00003675167,0.00001370421,0.003115111,0.01058366,0.0008903214,0.3592385,0.4718359,0.001591982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3929096,0.0005993279,0.0009441696,0.004331274,0.001145195,0.0003861402,0.0003278369,0.00008896735,0.5992675],"genre_scores_gemma":[0.9814581,0.0003699581,0.002213905,0.0006701185,0.0001122793,0.000005630324,0.00004387605,0.00001275131,0.01511344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5885484,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457856032508771,"score_gpt":0.2320908393988567,"score_spread":0.1863052361479796,"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."}}