{"id":"W3035567745","doi":"10.32689/2618-0065-2020-2(4)-81-89","title":"ІННОВАЦІЙНА ЗМІСТОВНА СКЛАДОВА МОДЕРНІЗАЦІЇ ОСВІТИ В УКРАЇНІ","year":2020,"lang":"uk","type":"article","venue":"Науковий вісник державне управління","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001407137,0.001322731,0.002069726,0.000616006,0.0006867985,0.0008775732,0.001853332,0.001021156,0.01857597],"category_scores_gemma":[0.001116024,0.00164983,0.000919411,0.002262321,0.0003943641,0.001347176,0.0006094708,0.001442387,0.02473792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005723179,"about_ca_system_score_gemma":0.0007761166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006288555,"about_ca_topic_score_gemma":0.0001153766,"domain_scores_codex":[0.9917668,0.0001922432,0.002888462,0.002608612,0.0003783035,0.002165561],"domain_scores_gemma":[0.9944927,0.0002764277,0.001565593,0.001790693,0.0003069056,0.001567666],"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":[0.0007876271,0.001694951,0.2107387,0.001556477,0.001417367,0.0001734109,0.02431929,0.0003472877,0.000356591,0.2014404,0.5343906,0.02277728],"study_design_scores_gemma":[0.003204667,0.0006822321,0.06035354,0.0001739581,0.0002251881,0.00002471929,0.001670546,0.007043711,0.0005361391,0.01643073,0.9066786,0.002976008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3976109,0.02836133,0.003622647,0.09128115,0.02007075,0.002853304,0.002287168,0.001028077,0.4528846],"genre_scores_gemma":[0.9589327,0.003520183,0.001593936,0.01018227,0.005821995,0.00009066368,0.0003915917,0.0003596328,0.01910705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5613217,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06603738923126191,"score_gpt":0.2001178394447396,"score_spread":0.1340804502134777,"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."}}