{"id":"W4206754991","doi":"10.29173/cjfy29754","title":"Survey of Employability Skills Possessed by Undergraduates in Kwara State, Nigeria","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Employability; Cronbach's alpha; Medical education; Population; Psychology; Descriptive statistics; Unemployment; Data collection; Pedagogy; Medicine; Sociology; Economic growth; Mathematics; Social science; Clinical psychology; Statistics; Psychometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007084619,0.0001300589,0.0001656335,0.0007846147,0.00039999,0.0004236405,0.0001249968,0.0002221256,0.001236142],"category_scores_gemma":[0.00182931,0.0001439084,0.0001405728,0.0005878754,0.0002152201,0.0003064726,0.0003708828,0.0002750816,0.0002091348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994977,"about_ca_system_score_gemma":0.0004540514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003251822,"about_ca_topic_score_gemma":0.00709612,"domain_scores_codex":[0.9997299,0.00004929322,0.000047927,0.00001803163,0.0000847431,0.00007006087],"domain_scores_gemma":[0.9989712,0.0001562191,0.0003784048,0.00003388814,0.0001933131,0.0002669693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001619743,0.0001626787,0.9856451,0.00005135102,0.00000594467,0.0002807961,0.004157059,0.00002224215,0.0009943853,0.00005991217,0.0002423206,0.008362029],"study_design_scores_gemma":[0.000001267293,0.0001581677,0.9914187,0.00003288457,0.000003082103,0.0001928852,0.007128669,0.00004620904,0.0001234784,0.00001814184,0.0008735218,0.000002903347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994335,0.0000634412,0.00001392862,0.00003521094,0.000002087072,0.00000901379,0.00005534026,5.904838e-7,0.0003868601],"genre_scores_gemma":[0.9991811,0.0002542421,0.00006864173,0.00003039731,0.000002982875,0.0000101119,0.0001016597,3.799591e-7,0.0003504596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003251822,"threshold_uncertainty_score":0.006465793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235582635548057,"score_gpt":0.3021238123132492,"score_spread":0.2797679859577686,"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."}}