{"id":"W4362672649","doi":"10.1108/heswbl-02-2023-0050","title":"Gen Z students' work-integrated learning experiences and work values","year":2023,"lang":"en","type":"article","venue":"Higher Education Skills and Work-based Learning","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Originality; Curriculum; Psychology; Value (mathematics); Work experience; Pedagogy; Sociology; Medical education; Social psychology; Computer science; Medicine; Engineering","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":[0.001230426,0.0002577986,0.0002958302,0.001061375,0.003347148,0.004250268,0.0006596759,0.0003379553,0.006118393],"category_scores_gemma":[0.003200989,0.0001883206,0.0002367127,0.001263039,0.002417676,0.0006516333,0.002514557,0.0009681862,0.0005309752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005966711,"about_ca_system_score_gemma":0.01208131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.279652,"about_ca_topic_score_gemma":0.5492484,"domain_scores_codex":[0.9986269,0.0001145331,0.00004302181,0.000103453,0.0004513115,0.0006607564],"domain_scores_gemma":[0.9963832,0.0002779531,0.0007607207,0.0001154781,0.0004871728,0.001975323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000722202,0.0003049872,0.9130118,0.00008425226,0.0000170909,0.000204654,0.04503581,0.0001309567,0.000698025,0.001075467,0.001750672,0.03761405],"study_design_scores_gemma":[0.000006832162,0.0001297274,0.847344,0.00008500407,0.0000109725,0.00009609991,0.1436598,0.000118354,0.0002635893,0.0004427143,0.0078198,0.00002308594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964809,0.00007302509,0.00005163574,0.0001665899,0.000009064493,0.00001221682,0.00008048895,0.000004322302,0.003121791],"genre_scores_gemma":[0.9982991,0.00007099051,0.00007457841,0.00005298276,0.00000228429,0.000008066645,0.00005985993,0.000001779305,0.00143046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279652,"threshold_uncertainty_score":0.5560484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032211794512802,"score_gpt":0.3493622333970985,"score_spread":0.3290401154519705,"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."}}