{"id":"W2929115409","doi":"10.1108/et-08-2018-0186","title":"Can students be taught to articulate employability skills?","year":2019,"lang":"en","type":"article","venue":"Education + Training","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Employability; Psychology; Medical education; Originality; Articulation (sociology); Mathematics education; Pedagogy; Empirical research; Medicine; Social psychology; Creativity; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001562576,0.0003694374,0.0003950508,0.0003729243,0.000981789,0.001427862,0.001122188,0.0009884796,0.003492175],"category_scores_gemma":[0.005492584,0.0001945316,0.0003359509,0.000342033,0.001245925,0.0007917975,0.001429109,0.001298393,0.0006354458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115806,"about_ca_system_score_gemma":0.00442702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288485,"about_ca_topic_score_gemma":0.00992243,"domain_scores_codex":[0.9989188,0.0003127865,0.00003340245,0.0001112259,0.0003107422,0.0003130232],"domain_scores_gemma":[0.9980034,0.0005704737,0.0003701093,0.0001414083,0.0001387156,0.0007758353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008528563,0.05897468,0.07692496,0.00149918,0.00007171761,0.0005668773,0.05426669,0.0004568578,0.02125347,0.003722346,0.00457018,0.7768402],"study_design_scores_gemma":[0.001258826,0.03097272,0.6904521,0.001600415,0.0003453544,0.0007630652,0.1481677,0.001808247,0.03235644,0.009804784,0.08228402,0.0001862383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927938,0.0002314654,0.0008341501,0.001062284,0.00006952855,0.0002272844,0.00001585214,0.0000322959,0.004733385],"genre_scores_gemma":[0.9929115,0.0005368941,0.002808111,0.0005427187,0.00003113994,0.000268614,0.00002508774,0.000004386662,0.002871508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003492175,"threshold_uncertainty_score":0.01168251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802987325450179,"score_gpt":0.3977004528466351,"score_spread":0.3596705795921333,"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."}}