{"id":"W4386823766","doi":"10.15407/steelcast2023.02.083","title":"Trends of the foundry market of Ukraine in the first quarter of the XXI century","year":2023,"lang":"en","type":"article","venue":"Metal and Casting of Ukraine","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundry; Ukrainian; Business; Production (economics); Quarter (Canadian coin); Modernization theory; Economy; Engineering; Economic growth; Economics; Geography; Mechanical engineering","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":[0.000239025,0.0001289652,0.0002413639,0.001950978,0.0004448646,0.001818676,0.0003194127,0.0003726642,0.003055179],"category_scores_gemma":[0.0005932963,0.0001001289,0.0002720599,0.002343833,0.00029393,0.000844329,0.0007688013,0.0004624173,0.001018603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581799,"about_ca_system_score_gemma":0.001270362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02985551,"about_ca_topic_score_gemma":0.02622213,"domain_scores_codex":[0.9997705,0.0000138403,0.00002293613,0.00004241812,0.00006147376,0.00008887207],"domain_scores_gemma":[0.9992856,0.00004532615,0.0003690763,0.00001680765,0.0001776004,0.0001056024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002813867,0.0001463955,0.857112,0.0006691054,0.000105214,0.003101058,0.01123619,0.0011415,0.004960933,0.01438276,0.01533101,0.09153246],"study_design_scores_gemma":[0.000002888063,0.0000682268,0.929821,0.00009909707,0.00001521665,0.001021015,0.00396372,0.0004460497,0.0006879934,0.0001860035,0.06367367,0.00001502908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777859,0.004380655,0.0001228027,0.0008638249,0.00004345175,0.00000762798,0.003395051,0.00004894594,0.01335168],"genre_scores_gemma":[0.9842188,0.003367445,0.000163479,0.0001524187,0.00004264441,0.000007293825,0.002533465,0.00002034545,0.009494185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02985551,"threshold_uncertainty_score":0.05936348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586607214564963,"score_gpt":0.2130255892826184,"score_spread":0.1871595171369688,"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."}}