{"id":"W7009446260","doi":"","title":"Enhancing business undergraduates’ skills and future employability through career development and management&#13;\\n","year":2016,"lang":"en","type":"other","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Employability; Government (linguistics); Work (physics); Quality (philosophy); Transferable skills analysis; Soft skills","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001829411,0.0001803735,0.0001479283,0.0004022842,0.002566962,0.004956845,0.0005227595,0.0006717456,0.01030614],"category_scores_gemma":[0.002364302,0.0001423268,0.0002380062,0.0003208512,0.001034802,0.001379053,0.004305412,0.001306546,0.002843713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803549,"about_ca_system_score_gemma":0.00632796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003584645,"about_ca_topic_score_gemma":0.01103204,"domain_scores_codex":[0.999193,0.0002599392,0.0000218459,0.00005387029,0.00020928,0.0002621344],"domain_scores_gemma":[0.9982998,0.0001591422,0.00014392,0.00007865863,0.00024127,0.001077379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007217528,0.00298492,0.07267663,0.0005370431,0.00001241455,0.0007517617,0.09448621,0.0003776863,0.005637186,0.0550773,0.0799366,0.6874501],"study_design_scores_gemma":[0.0000210472,0.0008717932,0.1810656,0.001114624,0.00001574651,0.0006862555,0.09580545,0.001036185,0.003574307,0.01051051,0.7052431,0.00005549062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6595109,0.002039222,0.004326109,0.02707097,0.0004588047,0.0002670333,0.0001242109,0.0001273161,0.3060754],"genre_scores_gemma":[0.8595592,0.002964647,0.007876065,0.002300079,0.00006924842,0.000131614,0.00008854718,0.00002440683,0.1269863],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01030614,"threshold_uncertainty_score":0.03447753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006337762705420164,"score_gpt":0.1725622625463967,"score_spread":0.1662244998409766,"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."}}