{"id":"W2122568573","doi":"10.1061/(asce)1052-3928(2006)132:4(297)","title":"Innovative Final-Year Undergraduate Design Project Course Using an International Project","year":2006,"lang":"en","type":"article","venue":"Journal of Professional Issues in Engineering Education and Practice","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Engineering; Capstone; Engineering management; Component (thermodynamics); Engineering design process; Process (computing); Project management; Engineering education; Engineering ethics; Project-based learning; Multiculturalism; Civil engineering; Systems engineering; Pedagogy; Sociology; Computer science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002937174,0.001142125,0.0006298198,0.0005731914,0.002739129,0.002684143,0.001884012,0.001449126,0.03140875],"category_scores_gemma":[0.002435685,0.0004561576,0.0006803663,0.0003509342,0.0007385978,0.0009659754,0.003255303,0.002186427,0.008593863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299873,"about_ca_system_score_gemma":0.005097755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359141,"about_ca_topic_score_gemma":0.005486219,"domain_scores_codex":[0.9987657,0.0002093533,0.00005637447,0.000176402,0.000335397,0.0004568869],"domain_scores_gemma":[0.9971243,0.0001432826,0.0001002009,0.000224519,0.0005068022,0.001900908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001188608,0.03783244,0.01553278,0.000557017,0.00004752885,0.001442618,0.01561775,0.004177126,0.04493095,0.01845684,0.1985298,0.6616865],"study_design_scores_gemma":[0.0004359677,0.01625053,0.03945933,0.0003669569,0.00004309329,0.001519554,0.01133798,0.003201594,0.02335627,0.01075595,0.893143,0.0001298227],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6222901,0.0007789058,0.06825302,0.005634137,0.002688513,0.007978285,0.001314191,0.002700592,0.2883622],"genre_scores_gemma":[0.5058066,0.001160326,0.1446187,0.004042867,0.0004632549,0.005119357,0.002323821,0.0004106967,0.3360545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03140875,"threshold_uncertainty_score":0.1050727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302043316469824,"score_gpt":0.3897013177429772,"score_spread":0.3466808845782789,"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."}}