{"id":"W4380853103","doi":"10.5539/jel.v12n4p103","title":"A Qualitative Research on the Analysis of the Use of European Credit Transfer System Tools in Vocational Secondary School","year":2023,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erasmus+; Vocational education; Turkish; Agency (philosophy); European union; Scope (computer science); Principal (computer security); Pedagogy; Mathematics education; Political science; Business; Psychology; Sociology; Computer 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":[0.02256203,0.0003062203,0.0005047363,0.002370101,0.005864618,0.004484794,0.001048749,0.001063239,0.00387779],"category_scores_gemma":[0.02321222,0.000301386,0.0003292669,0.002339223,0.007760892,0.003782366,0.004481968,0.001440201,0.000313499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007327747,"about_ca_system_score_gemma":0.006262301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877274,"about_ca_topic_score_gemma":0.004934402,"domain_scores_codex":[0.9768878,0.01877998,0.0006182374,0.000832633,0.001411495,0.001469826],"domain_scores_gemma":[0.974569,0.01936438,0.001679678,0.0007166542,0.002627295,0.001043136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003966148,0.00008835669,0.007076924,0.000296716,0.000004827046,0.0003521487,0.9662263,0.00007298251,0.0006462059,0.01277894,0.0007236389,0.01169337],"study_design_scores_gemma":[0.000005521601,0.00004267229,0.003344927,0.0003136734,0.000003366733,0.0001028576,0.9820204,0.0001305559,0.0004102246,0.001036606,0.01257899,0.00001020568],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515684,0.0006022924,0.009048527,0.002872258,0.00009382245,0.0007473615,0.0002691153,0.00002315819,0.03477512],"genre_scores_gemma":[0.9938539,0.0002445924,0.001812357,0.0003149335,0.000006592478,0.0003763804,0.00005015678,0.000009533087,0.003331427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02256203,"threshold_uncertainty_score":0.1193209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3871781335096137,"score_gpt":0.5407241943818476,"score_spread":0.1535460608722339,"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."}}