{"id":"W4247106488","doi":"10.17722/ijme.v7i1.256","title":"The Mediating Effect of Training Perspective on the Relationship Between Competency Potential and Career Progression of Technical Vocational Trainers","year":2016,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vocational education; Perspective (graphical); Training (meteorology); Psychology; Career development; Medical education; Knowledge management; Pedagogy; Computer science; Medicine; Artificial intelligence; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001536635,0.00007756091,0.0001185197,0.0001223786,0.000107041,0.0000397255,0.0008682976,0.00002402074,0.000003257719],"category_scores_gemma":[0.000576448,0.0000353271,0.00007589226,0.0001090393,0.0001740784,0.0001700095,0.0001208103,0.0001024958,9.058592e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007639698,"about_ca_system_score_gemma":0.00006132168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010566,"about_ca_topic_score_gemma":0.000001522297,"domain_scores_codex":[0.9983732,0.0001741732,0.0004293605,0.0001046398,0.0008274527,0.00009120041],"domain_scores_gemma":[0.9954093,0.003510204,0.0005747613,0.0001297137,0.0003434235,0.00003265003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004803714,0.00003864308,0.04830293,0.0000193083,0.0001773981,0.000005938263,0.003714365,0.00005950193,0.0009572134,0.9108905,0.0004784947,0.03530772],"study_design_scores_gemma":[0.0007328119,0.0004756565,0.9684287,0.0009406031,0.00003791883,0.0000510484,0.001948824,0.0001130086,0.0008971129,0.0258785,0.0003881829,0.0001076584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385846,0.0007051215,0.0502145,0.101254,0.00156921,0.0005645754,0.0000203963,0.00001984051,0.007067706],"genre_scores_gemma":[0.9984127,0.00005584491,0.001234832,0.0000252398,0.0001814418,0.000007993823,4.647904e-7,0.000003293594,0.00007820765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9201257,"threshold_uncertainty_score":0.1613527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312413970691547,"score_gpt":0.3256590796156875,"score_spread":0.292534939908772,"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."}}