{"id":"W3194999615","doi":"10.34213/аp.21.01.09","title":"ДЕРЖАВНЕ РЕГУЛЮВАННЯ ТРАНСПОРТНОЇ ІНФРАСТРУКТУРИ ЕКОНОМІКИ: ІДЕНТИФІКАЦІЯ ПОНЯТІЙНОГО АПАРАТУ","year":2021,"lang":"uk","type":"article","venue":"Актуальні проблеми державного управління","topic":"Economic Systems and Logistics Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical infrastructure; Identification (biology); Transport infrastructure; Business; Object (grammar); Conceptual framework; State (computer science); Public transport; Subject (documents); Computer science; Computer security; Engineering; Transport engineering; Sociology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003695652,0.002508141,0.004593137,0.001458126,0.00133008,0.002123613,0.002814181,0.001745167,0.02300913],"category_scores_gemma":[0.001373159,0.003311516,0.002145901,0.001913673,0.0008046096,0.001273604,0.002244036,0.002101322,0.04226295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908997,"about_ca_system_score_gemma":0.0009646236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409715,"about_ca_topic_score_gemma":0.001543091,"domain_scores_codex":[0.9831186,0.0004809044,0.006371051,0.0052697,0.0006095374,0.004150207],"domain_scores_gemma":[0.9882153,0.0008003733,0.003299074,0.005446192,0.000618959,0.001620092],"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":[0.000193925,0.002270163,0.07430888,0.002356681,0.003056332,0.001622293,0.002354975,0.001185402,0.0001528518,0.7046974,0.197375,0.01042613],"study_design_scores_gemma":[0.005228033,0.0004599356,0.02348929,0.0006659501,0.0004324761,0.0002604979,0.001635215,0.005963733,0.0006142203,0.03150612,0.9254131,0.004331468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1024889,0.1105517,0.01160549,0.01101487,0.03507149,0.003591717,0.00504281,0.001046295,0.7195867],"genre_scores_gemma":[0.764108,0.01435881,0.0041117,0.005215918,0.00558963,0.0004044829,0.0009367,0.000789806,0.204485],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7280381,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05617465222883526,"score_gpt":0.2037833336762135,"score_spread":0.1476086814473783,"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."}}