{"id":"W7096602736","doi":"","title":"Organizing Information for the Canadian Design Engineering Network","year":2011,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Information system; Engineering design process; Information engineering; Key (lock); Information technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000251102,0.00005029168,0.00003091276,0.00003585491,0.0001054157,0.00005547928,0.00008050809,0.00003087235,0.0003182601],"category_scores_gemma":[0.00007362608,0.00003985739,0.00001109935,0.000122095,0.000002694527,0.000368937,0.000002290548,0.000059047,0.0001342176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000541485,"about_ca_system_score_gemma":0.00005695786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005416803,"about_ca_topic_score_gemma":0.007412049,"domain_scores_codex":[0.9996999,0.000004739511,0.00008137494,0.00002409178,0.00003207583,0.0001578013],"domain_scores_gemma":[0.9996516,0.0001558829,0.000009356707,0.0000857968,0.00003405154,0.00006331661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001159863,0.000005591594,0.0002325177,0.00005481628,0.0001314855,5.004509e-7,0.008386079,0.5737618,0.0001135459,0.06249013,0.3223021,0.03250991],"study_design_scores_gemma":[0.00009044745,0.00001049048,0.002623072,0.000004973301,0.0000205313,0.000005753686,0.0002033906,0.3958641,0.0009883434,0.000189914,0.5998499,0.0001491513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00005649056,0.00004946841,0.9705333,0.0001471606,0.0008291568,0.0002310978,6.978847e-7,0.0001717076,0.02798094],"genre_scores_gemma":[0.9220973,0.00001457239,0.07693315,0.0005462705,0.0001599212,0.00005277411,0.000004011476,0.00001770804,0.0001742992],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9220408,"threshold_uncertainty_score":0.8188622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04892773998270313,"score_gpt":0.1925864165740864,"score_spread":0.1436586765913833,"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."}}