{"id":"W2920726887","doi":"","title":"From Employability to Employment: A Professional Skills Development Course in a Three-Year Bachelor Program.","year":2018,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Tshwane University of Technology; University of Waterloo; University of Surrey; Curtin University of Technology; Griffith University; University of Cincinnati; Deakin University; University of South Africa; University of Wollongong; Michigan State University; Flinders University; University of New England; Massey University; Auckland University of Technology, New Zealand; Southern Cross University; Queensland University of Technology; University of Waikato; University of New South Wales","keywords":"Employability; Bachelor; Graduation (instrument); Medical education; Work (physics); Psychology; Criminal justice; Career development; Higher education; Professional development; Pedagogy; Political science; Engineering; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001724014,0.000283432,0.0002773651,0.0007338543,0.001768019,0.001353691,0.0007550566,0.0004934599,0.00643195],"category_scores_gemma":[0.003105456,0.0003122578,0.000255393,0.0005313889,0.0004170789,0.0007607413,0.002329902,0.00126291,0.002550089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363713,"about_ca_system_score_gemma":0.005877722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007750254,"about_ca_topic_score_gemma":0.0376832,"domain_scores_codex":[0.9990858,0.0001154372,0.00002706554,0.0000734303,0.0002398628,0.0004584073],"domain_scores_gemma":[0.9935074,0.000196021,0.0004030667,0.00008416281,0.0003123106,0.005497033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009752975,0.04455131,0.4612012,0.000248041,0.00003472243,0.0007462496,0.01870031,0.0002966468,0.007330584,0.0006465175,0.02031185,0.4449573],"study_design_scores_gemma":[0.0001190303,0.005528959,0.9660178,0.0001138632,0.00001244509,0.0002199612,0.009122408,0.0004329283,0.001469722,0.0003795159,0.01655902,0.00002430884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952644,0.0001056404,0.00008336706,0.0005585576,0.00004592013,0.0001255443,0.0001216698,0.0000176991,0.003677114],"genre_scores_gemma":[0.9813865,0.0002284711,0.0009073228,0.0007250927,0.00004186461,0.0002474113,0.0004545041,0.000007902609,0.01600092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007750254,"threshold_uncertainty_score":0.02151698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446456511993546,"score_gpt":0.4718756049379438,"score_spread":0.3272299537385892,"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."}}