{"id":"W2955907986","doi":"10.1007/s12186-019-09227-y","title":"Hermeneutic Dimensions of Competency-Based Education and Training","year":2019,"lang":"en","type":"article","venue":"Vocations and Learning","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Competence (human resources); Vocational education; Discipline; Meaning (existential); Set (abstract data type); Continuing education; Epistemology; Professional development; Engineering ethics; Psychology; Pedagogy; Sociology; Computer science; Social psychology; Medical education; Social science; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01430914,0.0003200934,0.0004014366,0.002430351,0.00557535,0.01000626,0.001255135,0.002779676,0.004157635],"category_scores_gemma":[0.02162276,0.0003616392,0.0003331619,0.001464595,0.05793268,0.004665546,0.003525071,0.004782657,0.0003631503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006264696,"about_ca_system_score_gemma":0.01302811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038438,"about_ca_topic_score_gemma":0.0117704,"domain_scores_codex":[0.9812589,0.01142703,0.0008973918,0.0009391751,0.004270261,0.001207188],"domain_scores_gemma":[0.9844355,0.009587318,0.001108425,0.001569545,0.002065725,0.001233443],"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":[0.000002863534,0.00002085811,0.000178007,0.00001178807,0.00000126626,0.00001633454,0.005453351,0.0000931472,0.00005483486,0.9911328,0.0003584361,0.002676202],"study_design_scores_gemma":[0.0000121252,0.00002187152,0.001422446,0.000108027,0.000004474003,0.0001201883,0.008370345,0.0007963043,0.0002065808,0.9481024,0.04081394,0.00002127169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05215773,0.003026674,0.1818279,0.04035763,0.001081225,0.0004209239,0.0001323323,0.00008238119,0.7209132],"genre_scores_gemma":[0.9512298,0.0005012874,0.02880336,0.001762147,0.0003382812,0.0003740896,0.00004698529,0.00003479073,0.01690925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01430914,"threshold_uncertainty_score":0.07567483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506758509120528,"score_gpt":0.3459815752739508,"score_spread":0.3209139901827456,"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."}}