{"id":"W2346434788","doi":"10.11591/ijere.v5i2.4530","title":"Graduates’ Competence on Employability Skills and Job Performance","year":2016,"lang":"en","type":"article","venue":"International Journal of Evaluation and Research in Education (IJERE)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Employability; Competence (human resources); Psychology; Teamwork; Adaptability; Job performance; Soft skills; Skills management; Applied psychology; Medical education; Social psychology; Pedagogy; Management; Job satisfaction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01082524,0.00007823858,0.0001205726,0.0005370111,0.0002177431,0.0001296797,0.0002682844,0.00006658612,0.0004828532],"category_scores_gemma":[0.00321688,0.00005571807,0.00003276773,0.000291003,0.0005411811,0.000475038,0.00003910114,0.00024112,0.0000294564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006821404,"about_ca_system_score_gemma":0.001784208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002275305,"about_ca_topic_score_gemma":0.000200721,"domain_scores_codex":[0.9960992,0.001210209,0.0004439711,0.0002090964,0.001828605,0.0002088946],"domain_scores_gemma":[0.9953023,0.001003427,0.0001687186,0.000127679,0.003184535,0.0002132966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005623567,0.0005838086,0.7328507,0.000008826287,0.00001413814,6.308408e-7,0.005736275,0.000005355905,0.0001884263,0.008645844,0.001264603,0.2506452],"study_design_scores_gemma":[0.0005988277,0.0001148392,0.9540035,0.0002534087,0.000004344124,0.000009299799,0.001109864,0.00001579708,0.00008566694,0.02999493,0.01372928,0.0000803186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502516,0.0001493816,0.00001822766,0.04545553,0.001427299,0.0002606506,0.000002281797,0.000005978264,0.002429075],"genre_scores_gemma":[0.9968657,0.001323521,0.0002841602,0.000251494,0.000468555,0.0000234306,0.000001444699,0.000005411355,0.000776311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505648,"threshold_uncertainty_score":0.5286905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047468891431488,"score_gpt":0.5070704227867051,"score_spread":0.4023235336435563,"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."}}