{"id":"W4206826511","doi":"10.33251/2522-1477-2020-8-190-196","title":"Dual education system","year":2020,"lang":"en","type":"article","venue":"SCIENTIFIC BULLETIN OF FLIGHT ACADEMY Section Pedagogical Sciences","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montenegro; Vocational education; Training (meteorology); Training system; China; Political science; Quality (philosophy); Institution; Higher education; Pedagogy; Sociology; Geography; Law; Regional science","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":[],"consensus_categories":[],"category_scores_codex":[0.001488105,0.0001753952,0.0002142153,0.0003034709,0.0007966597,0.0004205091,0.001751485,0.0001710166,0.0003109285],"category_scores_gemma":[0.0004750108,0.000137173,0.00008526273,0.003418598,0.001222433,0.0003594754,0.0004115618,0.0003385895,0.0003241525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008465007,"about_ca_system_score_gemma":0.0004239238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001489229,"about_ca_topic_score_gemma":3.963262e-7,"domain_scores_codex":[0.9968861,0.0001288816,0.0005193122,0.0009915498,0.001108276,0.0003658364],"domain_scores_gemma":[0.998843,0.0001390511,0.0003337542,0.0002205975,0.0003135818,0.000150062],"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":[0.000004804866,0.0001005552,0.0002724853,0.00004528483,0.000006168198,6.093381e-7,0.0009881841,0.00004948835,0.01171232,0.881124,0.09938356,0.006312491],"study_design_scores_gemma":[0.0001326807,0.000218766,0.002421584,0.00005615774,0.000006068763,0.00003535839,0.003494504,0.00166882,0.04810425,0.004683212,0.9388578,0.0003208201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4062445,0.000921016,0.05990909,0.4162604,0.01340819,0.001097029,0.00001746819,0.002330648,0.09981168],"genre_scores_gemma":[0.9740526,0.000004289794,0.02236817,0.001003022,0.0004600141,0.00003390223,0.000002587717,0.000004820828,0.002070573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8764408,"threshold_uncertainty_score":0.6127343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374470413449783,"score_gpt":0.3459905498799993,"score_spread":0.208543508535021,"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."}}