{"id":"W2133228619","doi":"10.24908/pceea.v0i0.3798","title":"EXPERIENCES WITH INTER-YEAR CAPSTONE DESIGN TEAMS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Capstone; Set (abstract data type); Engineering design process; Engineering education; Psychology; Engineering; Engineering management; Medical education; Mathematics education; Computer science; Mechanical engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002337137,0.0001819687,0.0001478519,0.000254162,0.00008846421,0.00005634074,0.000314086,0.0001080949,0.0001021468],"category_scores_gemma":[0.0001550921,0.0001603174,0.0000449228,0.0005426446,0.00001856538,0.000212338,0.00001204137,0.000191752,0.00001803394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552094,"about_ca_system_score_gemma":0.0004257438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434792,"about_ca_topic_score_gemma":0.0008190391,"domain_scores_codex":[0.9990517,0.000003702752,0.0002395129,0.0001528367,0.0002410569,0.0003111244],"domain_scores_gemma":[0.9992643,0.00001692014,0.0001095896,0.0001038834,0.000294293,0.0002109885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002759562,0.0006262774,0.2018089,0.001739686,0.001305573,0.000001200623,0.3447565,0.02144405,0.007676074,0.02301597,0.3913363,0.006261868],"study_design_scores_gemma":[0.001894198,0.0003266055,0.5268844,0.002307017,0.0003982816,0.00008707765,0.1184455,0.02706775,0.205051,0.0004355383,0.1122535,0.004849009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691575,0.000178273,0.001594715,0.0005887765,0.004402637,0.0007585576,0.000008114828,0.0005737494,0.02273764],"genre_scores_gemma":[0.9904885,0.000007556209,0.00796197,0.00005665439,0.00008018848,0.0002109327,0.000002767764,0.00004517498,0.001146211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3250755,"threshold_uncertainty_score":0.6537553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006612704770872616,"score_gpt":0.1689624866207153,"score_spread":0.1623497818498427,"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."}}