{"id":"W2913809250","doi":"10.28925/1609-8595.2018.3-4.121126","title":"Current state and problems of vocational guidance of young people in Ukraine and Canada","year":2018,"lang":"en","type":"article","venue":"Continuing Professional Education Theory and Practice","topic":"Ukraine: War, Education, Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Population; Government (linguistics); Professional development; Public relations; Political science; Sociology; Economic growth; Pedagogy; Economics","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":[0.002507865,0.00008979485,0.000128899,0.00004354403,0.0001084156,0.000009427268,0.00007334835,0.00002533519,0.0001444533],"category_scores_gemma":[0.00163335,0.00008317896,0.000006016859,0.0001604395,0.0002542791,0.0004095213,0.00006026165,0.0001237863,0.000001869537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007257744,"about_ca_system_score_gemma":0.0007631513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05985503,"about_ca_topic_score_gemma":0.1556534,"domain_scores_codex":[0.9985721,0.0005341342,0.000336436,0.0002233778,0.0002024806,0.0001314812],"domain_scores_gemma":[0.9980068,0.00127889,0.0003915305,0.0001196698,0.0001181881,0.00008497152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000588148,0.0008523962,0.7275608,0.0005871755,0.00001935022,1.76356e-7,0.1215959,0.00001395358,0.00371416,0.01478017,0.003975275,0.1263125],"study_design_scores_gemma":[0.0002407343,0.00004800388,0.9719592,0.0003215005,0.00001298009,0.0000201758,0.003663806,0.00003374951,0.0002240759,0.004392067,0.01897627,0.0001074565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934312,0.00181808,0.00006468728,0.001917409,0.0007085103,0.0002988993,0.000009342794,0.000002895207,0.001749022],"genre_scores_gemma":[0.9972516,0.0004014817,0.0009513441,0.0001503149,0.00006419721,0.00002963391,0.000009505759,0.000006566472,0.00113533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2443984,"threshold_uncertainty_score":0.9464055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008561055176186234,"score_gpt":0.3146447922818481,"score_spread":0.3060837371056619,"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."}}