{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005983728,0.0001369969,0.0001417741,0.0002645021,0.0001285698,0.0002281884,0.0005325511,0.000161431,0.00002528599],"category_scores_gemma":[0.0003368316,0.0001158763,0.00003724398,0.0009340986,0.00001051675,0.0007678416,0.00003411566,0.0002371178,0.00004043978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745978,"about_ca_system_score_gemma":0.002682646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001568723,"about_ca_topic_score_gemma":0.0002108497,"domain_scores_codex":[0.9986131,0.00000858464,0.0003468528,0.0002248165,0.0005215926,0.000285111],"domain_scores_gemma":[0.9981542,0.00002296262,0.0005508408,0.0002076017,0.0008761608,0.0001882057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006374233,0.0001916759,0.6924399,0.0004664467,0.0001847334,0.000001041785,0.06179122,0.002632255,0.001549293,0.1219134,0.1179528,0.0008708768],"study_design_scores_gemma":[0.00143431,0.000151882,0.6657957,0.001404511,0.00005612431,0.0003999702,0.02349324,0.01666039,0.02673631,0.0002198674,0.2615435,0.002104213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467073,0.00003214482,0.002908321,0.008133766,0.004536169,0.002128261,0.000003889019,0.0002829556,0.03526716],"genre_scores_gemma":[0.9833035,8.254563e-7,0.009542402,0.0003251362,0.00006252391,0.0001708855,0.000003040833,0.00001253936,0.006579136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1435907,"threshold_uncertainty_score":0.4758899,"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."}}