{"id":"W2608147637","doi":"","title":"Framework for integrating project-based learning, experience and practice in professional graduate education for engineering leaders in industry leading to the professional engineering doctorate and fellow levels","year":2005,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Engineering ethics; Engineering education; Engineering management; Professional studies; Professional development; Engineering; Medical education; Sociology; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01427452,0.001297053,0.0005956412,0.002942628,0.00434312,0.009187549,0.00388213,0.004010111,0.009105326],"category_scores_gemma":[0.01050386,0.0009944399,0.001782316,0.001876966,0.005302976,0.007045018,0.007175017,0.003778139,0.003709859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008191923,"about_ca_system_score_gemma":0.02656195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02405542,"about_ca_topic_score_gemma":0.03999146,"domain_scores_codex":[0.991322,0.004620976,0.0007165296,0.0006070133,0.001917659,0.0008157825],"domain_scores_gemma":[0.9929404,0.00202368,0.000439802,0.0006586972,0.001749951,0.002187383],"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":[0.00007299369,0.001811535,0.006204559,0.0006194632,0.00005748118,0.0006055249,0.02398967,0.005256897,0.002844531,0.6816147,0.02760487,0.2493178],"study_design_scores_gemma":[0.0002534788,0.0007935045,0.01465441,0.002881301,0.0001325406,0.001515748,0.04154427,0.04749551,0.004386263,0.4036016,0.4824381,0.000303204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01154206,0.000340413,0.8920491,0.01162582,0.0002952456,0.004772333,0.000393753,0.002619978,0.07636138],"genre_scores_gemma":[0.06525283,0.0001611508,0.9224682,0.000390499,0.00002162922,0.002944051,0.0003445758,0.0001072942,0.008309836],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02405542,"threshold_uncertainty_score":0.07549179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556527324664783,"score_gpt":0.3728775607758419,"score_spread":0.3172248283093637,"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."}}