{"id":"W4389282071","doi":"10.52058/2786-6025-2023-13(27)-319-328","title":"СТАН ТА ТРАНСФОРМАЦІЙНІ ПРОЦЕСИ, ЩО ВІДБУВАЮТЬСЯ В ЕКОНОМІЦІ УКРАЇНИ","year":2023,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Business","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009667331,0.001280772,0.001308973,0.001078971,0.0006675163,0.0002053291,0.001657949,0.001656659,0.002852589],"category_scores_gemma":[0.0003199828,0.001408022,0.0006072634,0.002712455,0.0006082755,0.0007685504,0.0005819363,0.002027284,0.01758077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705244,"about_ca_system_score_gemma":0.0003164393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007733299,"about_ca_topic_score_gemma":0.000843963,"domain_scores_codex":[0.9937546,0.0001814592,0.001367239,0.001381387,0.0007687815,0.002546554],"domain_scores_gemma":[0.9965306,0.0004623558,0.0001849666,0.002177061,0.0001616562,0.0004833896],"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":[0.0003549301,0.0004552874,0.004721152,0.002476911,0.002124311,0.00259879,0.005632755,0.01819152,0.008679232,0.6070803,0.3129677,0.03471709],"study_design_scores_gemma":[0.005880692,0.001583499,0.04417556,0.001468873,0.0009856032,0.0004272401,0.01210971,0.06419085,0.009808709,0.1943069,0.6574799,0.007582413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3555616,0.02027105,0.001104416,0.006062354,0.008617393,0.001923538,0.0007954835,0.01404904,0.5916151],"genre_scores_gemma":[0.9745356,0.003906862,0.0007307096,0.000264304,0.0008370545,0.0001869996,0.000296828,0.0003035525,0.0189381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.618974,"threshold_uncertainty_score":0.9999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352039847755492,"score_gpt":0.2175584913714499,"score_spread":0.204038092893895,"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."}}