{"id":"W2134468747","doi":"10.24908/pceea.v0i0.3896","title":"THE CDEN E-DESIGN PORTAL","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; University of Calgary","keywords":"Computer science; Architecture; Work (physics); Point (geometry); Systems engineering; Software engineering; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002256656,0.0004089294,0.0002926116,0.002198584,0.00157088,0.003895259,0.001440863,0.00109524,0.06374535],"category_scores_gemma":[0.004427709,0.0002918563,0.0001792051,0.00261831,0.0006120186,0.002450944,0.003009396,0.00108098,0.02073958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003534894,"about_ca_system_score_gemma":0.01343195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07048231,"about_ca_topic_score_gemma":0.1257218,"domain_scores_codex":[0.9979797,0.0002726572,0.00006591091,0.0001540956,0.001280475,0.0002472401],"domain_scores_gemma":[0.996334,0.0004036174,0.00008064402,0.0005083835,0.001512808,0.00116059],"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":[0.0001441174,0.0003454639,0.002984002,0.000282504,0.000006957227,0.000254703,0.0009113243,0.001388741,0.004662584,0.04260128,0.2742498,0.6721685],"study_design_scores_gemma":[0.00001770715,0.00002649591,0.001548,0.00005961733,0.000002363149,0.0001014831,0.0002398316,0.001202933,0.001567489,0.002001858,0.9932135,0.00001874943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02563678,0.001453458,0.1837533,0.003347642,0.0006521752,0.001348371,0.005410042,0.03022714,0.748171],"genre_scores_gemma":[0.1306625,0.002321391,0.366749,0.001912397,0.0001549264,0.0007240052,0.01583497,0.002370155,0.4792706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07048231,"threshold_uncertainty_score":0.2132494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297650250785124,"score_gpt":0.1884983747766984,"score_spread":0.1755218722688471,"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."}}