{"id":"W4389914890","doi":"10.1002/jee.20575","title":"Experiential learning in engineering education: A systematic literature review","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Mount Saint Vincent University","funders":"Fakultas Teknik Universitas Indonesia","keywords":"Experiential learning; Curriculum; Engineering education; Experiential education; Context (archaeology); Engineering ethics; Psychology; Pedagogy; Engineering; Engineering management; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005410719,0.0002148665,0.0003962764,0.0009590667,0.00002027195,0.00005993781,0.0002035381,0.0001204965,0.00001833922],"category_scores_gemma":[0.0005755959,0.0002077117,0.0001152046,0.001806981,0.000006188812,0.0003474697,0.00001489735,0.000556562,0.00002425549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425639,"about_ca_system_score_gemma":0.0002190275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000111772,"about_ca_topic_score_gemma":2.290741e-7,"domain_scores_codex":[0.9985701,0.00002277589,0.0007308066,0.0001217024,0.0002858057,0.0002687659],"domain_scores_gemma":[0.9993025,0.00008647622,0.0001124393,0.0001747578,0.0001602822,0.0001635632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006342212,0.0002716595,0.0002614936,0.7211621,0.0001449024,0.00002924544,0.004545367,0.218258,0.009970497,0.0007489876,0.03912565,0.005475735],"study_design_scores_gemma":[0.000778342,0.0001867982,0.008271622,0.740765,0.0002670533,0.001358534,0.001540638,0.1870912,0.001436031,0.00006593296,0.05662319,0.001615629],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3333819,0.5977026,0.01305322,0.00248087,0.04849238,0.001742906,0.000005515709,0.0022555,0.0008851747],"genre_scores_gemma":[0.9474565,0.04542871,0.003430218,0.0001259278,0.00225023,0.0003171187,0.00008270663,0.000160779,0.000747773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6140746,"threshold_uncertainty_score":0.8470238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005047029894926464,"score_gpt":0.2352402982976558,"score_spread":0.2301932684027293,"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."}}