{"id":"W4392423989","doi":"10.6000/1929-4409.2020.09.341","title":"Strategic Cooperation of Ukrainian Industrial Enterprises to Create Competitive Advantages in the World Market","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Business; Industrial organization; Commerce","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006889565,0.00007485689,0.0003284703,0.0002833814,0.00002436565,0.00001659254,0.0002647138,0.0001066835,0.0006152857],"category_scores_gemma":[0.0003455638,0.00006899219,0.00005800238,0.00002246485,0.0002262547,0.00008978089,0.00005567215,0.0002692058,0.000008837785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005092208,"about_ca_system_score_gemma":0.0000511504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001713478,"about_ca_topic_score_gemma":0.00004334145,"domain_scores_codex":[0.998938,0.0001406113,0.000653724,0.0001313448,0.00002539655,0.0001108981],"domain_scores_gemma":[0.9989165,0.0004629858,0.0003839546,0.00007589508,0.0001367524,0.00002391526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000253279,0.000120685,0.03973345,0.000004864049,0.0002089921,0.0001466231,0.0154027,0.0001010432,0.00009698523,0.9431998,0.0003013956,0.0004301704],"study_design_scores_gemma":[0.007838692,0.001503351,0.2764045,0.0001859553,0.0000642985,0.001296581,0.009455391,0.0002867161,0.001127996,0.5470678,0.154228,0.0005406284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959982,0.000713269,0.00006598329,0.007074685,0.000915775,0.00004921334,0.00004627446,0.000001483989,0.03115131],"genre_scores_gemma":[0.9975413,0.0003691915,0.0002934616,0.001256933,0.0002514351,0.000002903951,0.000008826431,0.000004305046,0.0002716203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.396132,"threshold_uncertainty_score":0.6736946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077220054283497,"score_gpt":0.3193696995005398,"score_spread":0.2116476940721902,"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."}}