{"id":"W4367183540","doi":"10.4324/9781003156420-41","title":"Establishing sustainable national and global networks for promoting work-integrated learning","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Integrated learning; Knowledge management; Business; Computer science; 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":[0.001956429,0.0004341587,0.0002254939,0.0009720756,0.003292666,0.008114106,0.00106695,0.001645284,0.02171699],"category_scores_gemma":[0.001495007,0.0002932104,0.0002970489,0.001456636,0.002751681,0.007218722,0.007838748,0.002876415,0.008776964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003483533,"about_ca_system_score_gemma":0.007720741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452709,"about_ca_topic_score_gemma":0.0124126,"domain_scores_codex":[0.999005,0.0003657492,0.00002600756,0.00009404502,0.0003517143,0.0001575724],"domain_scores_gemma":[0.99926,0.0002230772,0.00006803003,0.00006573499,0.0001195697,0.0002636025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006411161,0.00009824008,0.0006231298,0.0003619081,0.000004453529,0.0001481468,0.0108025,0.0006548729,0.0006508577,0.5927368,0.1627416,0.231171],"study_design_scores_gemma":[0.00000251646,0.00001433338,0.0005666945,0.0003338483,0.000002307648,0.0001104932,0.003814873,0.0002072816,0.0001486323,0.03061464,0.9641781,0.000006368443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003985711,0.005455397,0.01546874,0.009652517,0.0007866874,0.0002707304,0.00004780508,0.0002499195,0.9640826],"genre_scores_gemma":[0.09553459,0.02135016,0.07838441,0.004556689,0.0006330693,0.0007744852,0.0003383328,0.0004345863,0.7979937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02171699,"threshold_uncertainty_score":0.07265055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577734551281116,"score_gpt":0.3279453305534663,"score_spread":0.2921679850406552,"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."}}