{"id":"W2105099440","doi":"10.24908/pceea.v0i0.3913","title":"IMPROVEMENTS TO A UNIVERSITY CAPSTONE DESIGN PROGRAM THROUGH THE USE OF INDUSTRIAL MENTORS AND INCREASED MILESTONE DELIVERABLES","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Milestone; Deliverable; Capstone; Engineering management; Work (physics); Engineering; Relevance (law); Medical education; Computer science; Systems engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01937673,0.0008925365,0.0003327911,0.001886756,0.002638454,0.004028284,0.003209778,0.001245916,0.01560437],"category_scores_gemma":[0.02973632,0.0004602567,0.0006577314,0.001322813,0.001160635,0.00180598,0.003830663,0.003480719,0.005706159],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005061787,"about_ca_system_score_gemma":0.01561864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005046657,"about_ca_topic_score_gemma":0.01588384,"domain_scores_codex":[0.9848619,0.006100199,0.0007273243,0.001168669,0.005585755,0.001556166],"domain_scores_gemma":[0.9597476,0.005446055,0.002454758,0.005007056,0.01542147,0.01192304],"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":[0.0002172566,0.003713398,0.004214353,0.0003883287,0.00002717532,0.0002480952,0.002770684,0.00271386,0.006795561,0.005052017,0.03769658,0.9361627],"study_design_scores_gemma":[0.0004079181,0.006822117,0.04654664,0.0006384896,0.00009338419,0.001430508,0.006547902,0.006057821,0.03316013,0.004229464,0.8937098,0.0003557891],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3384247,0.003036928,0.4436569,0.03865797,0.006784486,0.005847274,0.0006566844,0.01652208,0.146413],"genre_scores_gemma":[0.3771712,0.00214019,0.453956,0.004769478,0.001118501,0.002634959,0.001123524,0.001530125,0.155556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949382,"threshold_uncertainty_score":0.1024752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05420409976108434,"score_gpt":0.2182380666081111,"score_spread":0.1640339668470268,"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."}}