{"id":"W1942447487","doi":"10.24908/pceea.v0i0.3635","title":"IMPLEMENTATION OF A DOSSIER-BASED SUBMISSION PROCESS IN A SENIOR DESIGN PROJECT COURSE","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Course (navigation); Process (computing); Computer science; Engineering management; Software engineering; Engineering; Library science; Operating system","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":[0.0004636985,0.0001737917,0.000194507,0.0005286238,0.00004431054,0.00002568848,0.000248944,0.0001497203,0.00006509099],"category_scores_gemma":[0.0002010021,0.0001790041,0.00006415536,0.0009523104,0.00001301803,0.0001971205,0.000006498292,0.0001987633,0.000002290671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129872,"about_ca_system_score_gemma":0.001445379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006562967,"about_ca_topic_score_gemma":0.00520177,"domain_scores_codex":[0.9988614,0.000009382027,0.0004127259,0.0001508611,0.0002579292,0.0003077217],"domain_scores_gemma":[0.9991305,0.00003712889,0.0002200411,0.000104913,0.0003799734,0.0001274316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003490609,0.000649529,0.8018216,0.004659399,0.0003287216,5.734054e-7,0.05433488,0.06420185,0.02055548,0.004323698,0.04126636,0.007822926],"study_design_scores_gemma":[0.0008936762,0.00006754199,0.8335251,0.0005390628,0.0001041713,0.00000441458,0.004159805,0.0387058,0.1170525,0.0001411293,0.004153371,0.0006533529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949015,0.000146317,0.0003149899,0.0004289038,0.001275018,0.001006832,0.0000285918,0.0001684139,0.001729417],"genre_scores_gemma":[0.9971222,0.000008789114,0.002443468,0.00003316462,0.00005829641,0.0001565277,0.00000804451,0.00004572979,0.0001238363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09649705,"threshold_uncertainty_score":0.9921287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160579044546058,"score_gpt":0.2769416112810882,"score_spread":0.2553358208356277,"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."}}