{"id":"W4410176842","doi":"10.36550/2522-9230-2022-12-222-225","title":"THE INTERNATIONAL EXPERIENCE OF PUBLIC ADMINISTRATION OF VOCATIONAL EDUCATION","year":2022,"lang":"en","type":"article","venue":"Scientific Notes Series Law","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Administration (probate law); Public administration; Political science; Pedagogy; Sociology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009666174,0.00005055969,0.00005486421,0.00007629341,0.0005606865,0.00007803694,0.0003966274,0.000013984,0.00309306],"category_scores_gemma":[0.0001263409,0.00004503904,0.00003272393,0.000341969,0.0004148514,0.0002224891,0.00009735583,0.00005069173,0.00001465115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005094188,"about_ca_system_score_gemma":0.0004794314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002932638,"about_ca_topic_score_gemma":0.0001996327,"domain_scores_codex":[0.9987739,0.00009355542,0.0003004654,0.0001853635,0.0005418588,0.0001048254],"domain_scores_gemma":[0.9990726,0.0001163222,0.0002111424,0.000254607,0.0003244271,0.0000208931],"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":[0.0000789116,0.0002206757,0.003083955,0.000004638558,0.00002077854,1.464e-7,0.006496699,0.000006151248,0.01112898,0.9525814,0.002427336,0.02395033],"study_design_scores_gemma":[0.0003609922,0.0002183047,0.08850147,0.00001122965,0.00001428001,0.00003587022,0.02571885,0.0001292056,0.02817068,0.03653723,0.8200761,0.0002257578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268937,0.0002246375,0.0003021674,0.00646476,0.01398883,0.000263879,0.00003849839,0.00001971333,0.05180389],"genre_scores_gemma":[0.9925442,0.00000140779,0.0003424396,0.00003776734,0.00004174205,0.0001529095,0.0001933527,0.000003715017,0.006682465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9160442,"threshold_uncertainty_score":0.9978182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05685174330026473,"score_gpt":0.3489699698628533,"score_spread":0.2921182265625886,"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."}}