{"id":"W1798199853","doi":"10.24908/pceea.v0i0.3729","title":"DEVELOPMENT OF AN ENGINEERING PORTFOLIO SYSTEM","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 Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Portfolio; Current (fluid); Development (topology); Computer science; Systems engineering; Electronic portfolio; Engineering management; Business; Engineering; Electrical engineering; Mathematics; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007153086,0.0003099107,0.0004501913,0.001351529,0.0008036102,0.002828308,0.001396899,0.0007035673,0.009004624],"category_scores_gemma":[0.005919355,0.000366868,0.000411417,0.001003604,0.0003688682,0.003495339,0.002112666,0.001192413,0.004362318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008307366,"about_ca_system_score_gemma":0.003651206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216969,"about_ca_topic_score_gemma":0.001072501,"domain_scores_codex":[0.9972489,0.0006917138,0.0002918581,0.0002184874,0.001379687,0.0001692828],"domain_scores_gemma":[0.9955252,0.000529273,0.0001715382,0.0006160293,0.002401211,0.0007568187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003044106,0.0009203423,0.008270037,0.0002282863,0.00005771234,0.0003629085,0.0005523837,0.009917881,0.01715237,0.03174531,0.02136032,0.909128],"study_design_scores_gemma":[0.0005495885,0.002064472,0.01654697,0.0004152182,0.0001610689,0.00157234,0.0007832879,0.1949475,0.07932308,0.02674873,0.6767066,0.000181143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06412627,0.0003350035,0.8617111,0.001423873,0.0003263929,0.00174467,0.0005970534,0.01600048,0.05373524],"genre_scores_gemma":[0.1836388,0.0005067992,0.7797369,0.0003122603,0.000110062,0.0006270534,0.00283049,0.0008278424,0.03140987],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009004624,"threshold_uncertainty_score":0.03782958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169510231449917,"score_gpt":0.1926831390466227,"score_spread":0.1809880367321235,"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."}}