{"id":"W47755539","doi":"10.31498/2225-6407.1.2013.18971","title":"ІННОВАЦІЙНІ ПІДХОДИ ДО ВИРІШЕННЯ ПРОБЛЕМ ХІМІЧНОЇ ГАЛУЗІ ВИРОБНИЦТВА В УКРАЇНІ","year":2013,"lang":"uk","type":"article","venue":"Теоретичні і практичні аспекти економіки та інтелектуальної власності","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Raw material; Production (economics); Automotive industry; Product (mathematics); Business; Commerce; Chemical industry; Natural resource economics; Manufacturing engineering; Industrial organization; Engineering; Economics; Chemistry; Mathematics","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.006162719,0.004530046,0.003878758,0.001993079,0.003477601,0.005152349,0.01076747,0.00235823,0.2487545],"category_scores_gemma":[0.002791533,0.004515572,0.002424328,0.007378364,0.007626098,0.007532082,0.008100277,0.004977784,0.3096932],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866122,"about_ca_system_score_gemma":0.001514163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01486999,"about_ca_topic_score_gemma":0.001573015,"domain_scores_codex":[0.9638926,0.002437124,0.005099541,0.008175839,0.0100261,0.01036877],"domain_scores_gemma":[0.9798173,0.001763052,0.00221092,0.008812169,0.001036178,0.006360335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003350925,0.003213204,0.0158179,0.0006284971,0.0009902144,0.0009876312,0.004269063,0.001815446,0.04604322,0.004501365,0.8282939,0.09310453],"study_design_scores_gemma":[0.008905115,0.002382368,0.05884261,0.001090092,0.0008443231,0.0005166393,0.00571207,0.01581736,0.01241842,0.01498063,0.8691071,0.009383258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2896318,0.004429753,0.001929843,0.01458029,0.01866099,0.01301964,0.002173546,0.002616681,0.6529574],"genre_scores_gemma":[0.7016164,0.001778288,0.007586604,0.004155627,0.003048243,0.001278598,0.0006693649,0.001018432,0.2788484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4119846,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279275342236503,"score_gpt":0.2279242193931772,"score_spread":0.2151314659708121,"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."}}