{"id":"W3002447922","doi":"10.24908/pceea.vi0.13710","title":"CAPSTONE DESIGN PROJECTS WITH INDUSTRY PARTNERS: A 6-YEAR EXPERIENCE REPORT","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Capstone; Deliverable; Timeline; Engineering management; Set (abstract data type); Scheme (mathematics); Computer science; Engineering; Systems engineering","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":[0.02650526,0.001320646,0.000557995,0.001776945,0.004604702,0.005408928,0.00269465,0.002156105,0.0109216],"category_scores_gemma":[0.02375589,0.001215039,0.000682631,0.001320378,0.00176984,0.00348841,0.0114063,0.004029277,0.006147477],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143683,"about_ca_system_score_gemma":0.005496338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236582,"about_ca_topic_score_gemma":0.006242829,"domain_scores_codex":[0.9840937,0.005010876,0.0006462937,0.001186613,0.006024668,0.003037908],"domain_scores_gemma":[0.9548142,0.002921211,0.001336024,0.001882175,0.01034069,0.02870571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008734951,0.02961902,0.07163645,0.0007666975,0.000106935,0.003716345,0.130229,0.003256788,0.009954383,0.006378172,0.1347968,0.6086659],"study_design_scores_gemma":[0.0002879187,0.01230649,0.07811504,0.0006176084,0.00004943294,0.006000343,0.07436617,0.00514338,0.01395959,0.003587855,0.8051009,0.0004653218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719795,0.002011469,0.0344426,0.009575209,0.000906472,0.002331275,0.0009473541,0.002533861,0.07527231],"genre_scores_gemma":[0.8667809,0.001872574,0.03222426,0.001550357,0.0002243315,0.001065141,0.002082906,0.0006387137,0.09356093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978563,"threshold_uncertainty_score":0.1401749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018154355347359,"score_gpt":0.2203886329695333,"score_spread":0.2102070894160597,"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."}}