{"id":"W4305015508","doi":"10.1108/heswbl-05-2022-0102","title":"Employability skills from employers' perspectives in indigenous contexts: empirical evidence","year":2022,"lang":"en","type":"article","venue":"Higher Education Skills and Work-based Learning","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University College of the North","funders":"","keywords":"Employability; Indigenous; Curriculum; Soft skills; Pedagogy; Psychology; Medical education; Social psychology; 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":[0.002080911,0.0002620024,0.0002691787,0.001807809,0.001920845,0.001865737,0.0005571877,0.0003334237,0.002491226],"category_scores_gemma":[0.006452961,0.0002050311,0.0002174393,0.003198485,0.002014251,0.0008030862,0.001826861,0.0006153273,0.0001938127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095291,"about_ca_system_score_gemma":0.004675505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.177381,"about_ca_topic_score_gemma":0.2770351,"domain_scores_codex":[0.9987903,0.0003155105,0.00006288612,0.0001355065,0.0004555182,0.0002402934],"domain_scores_gemma":[0.9930031,0.002959971,0.00203954,0.0002501409,0.001214539,0.0005328421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003335369,0.000118098,0.8895447,0.0003890191,0.00005836134,0.0003332414,0.08228904,0.00007813842,0.0002890991,0.0009107728,0.0001683949,0.02578792],"study_design_scores_gemma":[0.000001449646,0.00002759843,0.9138305,0.0002689406,0.00002752147,0.00005678145,0.08399606,0.00006151207,0.00007158399,0.0001458042,0.001505194,0.000007043519],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99462,0.0009898987,0.00007596565,0.000241716,0.000008941604,0.000007356741,0.00005629171,8.380331e-7,0.003999014],"genre_scores_gemma":[0.9985616,0.000938118,0.00007886197,0.00005968013,0.000009301984,0.000008480481,0.00003405313,6.633949e-7,0.000309266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.177381,"threshold_uncertainty_score":0.352697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816017804570689,"score_gpt":0.3676587713838718,"score_spread":0.3294985933381649,"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."}}