{"id":"W7112839791","doi":"","title":"Зарубіжний досвід державного регулювання сфери безпроводового електрозв’язку та його використання в Україні","year":2025,"lang":"uk","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roaming; Personal Communications Service; Wireless network; Telecommunications service; Incentive; Wireless; Legislation; Government (linguistics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005564862,0.0008264739,0.001869951,0.002108946,0.001381369,0.001638514,0.002003411,0.0007482852,0.01222005],"category_scores_gemma":[0.002091289,0.0009543072,0.0008198725,0.004317456,0.002701745,0.0007671969,0.0005375368,0.0007842705,0.002109759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005149535,"about_ca_system_score_gemma":0.001520908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005032764,"about_ca_topic_score_gemma":0.0002932571,"domain_scores_codex":[0.9920914,0.0001857404,0.003165175,0.002413801,0.0004797549,0.001664111],"domain_scores_gemma":[0.9944515,0.0003046337,0.001427615,0.002575852,0.0006302932,0.0006100705],"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":[0.000579258,0.004909533,0.1117506,0.003023681,0.001191504,0.0000324706,0.01493472,0.0001147988,0.002992952,0.2697367,0.5450351,0.04569872],"study_design_scores_gemma":[0.002064611,0.0001982975,0.05112502,0.0005505845,0.0001514979,0.000006250615,0.0009374233,0.00188303,0.001472383,0.01991691,0.9205079,0.00118608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7686883,0.03434112,0.0007809614,0.01670574,0.02667057,0.001383467,0.002105065,0.000187411,0.1491374],"genre_scores_gemma":[0.8670795,0.002290592,0.0008356007,0.0007438099,0.0005600561,0.00008458536,0.0004027112,0.00007675149,0.1279264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3754728,"threshold_uncertainty_score":0.9999187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719740073616893,"score_gpt":0.2517944581056897,"score_spread":0.2345970573695208,"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."}}