{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071023,0.0001387506,0.0001038568,0.0001446533,0.0002360243,0.0001200036,0.0004042896,0.0001189866,0.0001017715],"category_scores_gemma":[0.0009130762,0.0001165559,0.00006665722,0.0004446455,0.00001699139,0.0003028963,0.00001136794,0.0002552741,0.00004741474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000895064,"about_ca_system_score_gemma":0.000514277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974117,"about_ca_topic_score_gemma":0.001680176,"domain_scores_codex":[0.999054,0.000009617253,0.0002629671,0.0001146521,0.0002495686,0.0003091705],"domain_scores_gemma":[0.9990132,0.0001123819,0.0001860723,0.0001295724,0.0003727429,0.0001859788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009563486,0.0001097977,0.01881707,0.0002179446,0.0004338723,2.618538e-7,0.0100858,0.001829848,0.003924707,0.07299865,0.884093,0.007479473],"study_design_scores_gemma":[0.000323136,0.00003822719,0.2294873,0.000146014,0.0001972973,0.00002724479,0.002790815,0.009401608,0.01779864,0.00216599,0.7367398,0.0008839414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1625845,0.002196972,0.001378019,0.01874754,0.03738476,0.003527769,0.00006235614,0.001718685,0.7723994],"genre_scores_gemma":[0.9927594,0.00004426108,0.001434434,0.0001633352,0.0001951246,0.00007929523,0.000002296943,0.00004588645,0.005275948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8301749,"threshold_uncertainty_score":0.4753012,"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."}}