{"id":"W4402104879","doi":"10.55016/ojs/jet.v34i1.52612","title":"The Employability Skills Discourse: A Conceptual Analysis of the Career and Personal Planning Curriculum","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Employability; Curriculum; Pedagogy; Sociology; Psychology; Career planning; Medical education; Mathematics education; Engineering ethics; Engineering; Medicine","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":[0.00460672,0.0006335504,0.0003883379,0.005508394,0.01143379,0.01320536,0.001834431,0.003109064,0.002989369],"category_scores_gemma":[0.005489646,0.0003297916,0.0003942314,0.004820016,0.03680284,0.006817152,0.004019682,0.00420322,0.0002584925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03308036,"about_ca_system_score_gemma":0.02646699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3838445,"about_ca_topic_score_gemma":0.2619372,"domain_scores_codex":[0.9965407,0.00185053,0.00008177275,0.0002041647,0.0006980277,0.0006247892],"domain_scores_gemma":[0.9963116,0.002215949,0.00030263,0.0001006509,0.0005084316,0.0005607718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001035669,0.00002993395,0.001556023,0.00005041246,0.00000181841,0.000327124,0.4264509,0.0001504833,0.0002808352,0.5650777,0.001200958,0.004863478],"study_design_scores_gemma":[0.00001759321,0.00003625216,0.007145085,0.0005831775,0.00001252576,0.0002586637,0.764691,0.001857876,0.0003205896,0.1021154,0.1229199,0.00004198832],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5213316,0.00565131,0.01928352,0.0431395,0.0003019239,0.0002138175,0.0002833576,0.00009981201,0.4096952],"genre_scores_gemma":[0.9909704,0.0008343616,0.002418997,0.0005720053,0.00004030431,0.0000802607,0.00008270884,0.00002766371,0.004973281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3838445,"threshold_uncertainty_score":0.7632205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928350551545468,"score_gpt":0.3881651382008869,"score_spread":0.3588816326854323,"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."}}