{"id":"W3047264103","doi":"10.5430/ijhe.v9n7p94","title":"Models of Introduction of Dual Professional Education","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dual (grammatical number); Vocational education; SWOT analysis; Strengths and weaknesses; Socialization; Order (exchange); Medical education; Political science; Pedagogy; Sociology; Business; Psychology; Marketing; Medicine; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006048717,0.000575816,0.0002646952,0.001787372,0.002778588,0.00732395,0.00231049,0.002297686,0.01549997],"category_scores_gemma":[0.009118809,0.000397321,0.0008896399,0.001259126,0.006488549,0.005057485,0.005695186,0.002243578,0.002150505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101114,"about_ca_system_score_gemma":0.01192595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007100001,"about_ca_topic_score_gemma":0.008074833,"domain_scores_codex":[0.993317,0.003404229,0.0002244706,0.000819907,0.001264989,0.0009693702],"domain_scores_gemma":[0.9933358,0.002521748,0.0007483396,0.000689125,0.001459646,0.001245181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000785101,0.0004067251,0.008798616,0.0002181818,0.00001715776,0.0004578042,0.01742649,0.002852812,0.000601884,0.9252941,0.002530827,0.04131691],"study_design_scores_gemma":[0.0002459774,0.001578903,0.01833722,0.002103243,0.0001431194,0.001929177,0.04606019,0.05159255,0.002776608,0.4048075,0.4702372,0.0001884255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1650841,0.0007464863,0.1106444,0.009791762,0.0003997365,0.001175193,0.0002048498,0.0003541057,0.7115993],"genre_scores_gemma":[0.8972406,0.0005382442,0.0463592,0.0009144934,0.00003666163,0.0007522134,0.0001021756,0.00005849691,0.05399777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01549997,"threshold_uncertainty_score":0.0798918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043411448846919,"score_gpt":0.3939648833773383,"score_spread":0.3505534345304193,"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."}}