{"id":"W4400700038","doi":"10.4324/9781032715544-17","title":"Work-Integrated Learning (WIL)","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109501,0.0004026783,0.000190193,0.000785028,0.002267072,0.005799356,0.001118428,0.001208755,0.01798095],"category_scores_gemma":[0.0008668,0.0001294767,0.0002840729,0.001219746,0.006967853,0.004014329,0.00653107,0.002094159,0.004182562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912926,"about_ca_system_score_gemma":0.003671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433863,"about_ca_topic_score_gemma":0.01057976,"domain_scores_codex":[0.999395,0.0001616883,0.00001849971,0.00007945947,0.0002146661,0.0001307154],"domain_scores_gemma":[0.9994537,0.0001603182,0.00004424976,0.00006393434,0.00007026952,0.0002075032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001415909,0.0001065792,0.0008053099,0.0006189512,0.000003355853,0.000403117,0.03400687,0.0002370892,0.0005207516,0.57062,0.08214032,0.3105235],"study_design_scores_gemma":[0.000002903967,0.00005434374,0.002461617,0.0005561376,0.000002569048,0.0006501344,0.01035515,0.0002498463,0.0002068878,0.05853665,0.9269131,0.00001063199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01403829,0.007749636,0.005604235,0.005582279,0.0009066997,0.00009857251,0.00004261375,0.0001444875,0.9658331],"genre_scores_gemma":[0.2366144,0.0117037,0.007552551,0.003448314,0.0004449133,0.0001873078,0.0001145091,0.0001068716,0.7398273],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01798095,"threshold_uncertainty_score":0.06015223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04113931552421176,"score_gpt":0.3312447083273732,"score_spread":0.2901053928031614,"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."}}