{"id":"W2617765882","doi":"","title":"Graduate Employability: Student Perceptions of PBL and its Effectiveness in Facilitating their Employability Skills","year":2013,"lang":"en","type":"article","venue":"Practice and evidence of scholarship of teaching and learning in higher education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Employability; Curriculum; Perception; Medical education; Psychology; Work (physics); Quarter (Canadian coin); Pedagogy; Mathematics education; Engineering; Medicine","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":[0.002316872,0.0001753887,0.000202433,0.000462249,0.0004832814,0.001545957,0.0001858462,0.0004310815,0.003363812],"category_scores_gemma":[0.007828479,0.0001263942,0.0003522737,0.0002987432,0.0003860726,0.0005904383,0.000820027,0.0008066392,0.0004311296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068676,"about_ca_system_score_gemma":0.000560022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008804657,"about_ca_topic_score_gemma":0.001193674,"domain_scores_codex":[0.9992881,0.0002165681,0.00005567373,0.00003559186,0.0002635685,0.0001404778],"domain_scores_gemma":[0.9956132,0.001120236,0.0009784969,0.0001122851,0.0007859159,0.001389831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002489063,0.003124271,0.9041155,0.0001236416,0.00007236406,0.0002076211,0.02742027,0.0001914998,0.004431127,0.0003167726,0.001001195,0.05874686],"study_design_scores_gemma":[0.0000344144,0.003553692,0.9443079,0.00005023313,0.00003972218,0.0001721219,0.04664509,0.000569277,0.001211522,0.0001942052,0.003194543,0.00002729099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986675,0.00003423513,0.00007264233,0.00009955237,0.000005424968,0.000009784956,0.000008599511,0.000002747227,0.001099576],"genre_scores_gemma":[0.9991601,0.00005291145,0.00007232291,0.00004316407,0.000005300709,0.000008748164,0.00001468707,9.604776e-7,0.0006418145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003363812,"threshold_uncertainty_score":0.01225299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08075100795686456,"score_gpt":0.4223645893312541,"score_spread":0.3416135813743896,"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."}}