{"id":"W207107363","doi":"10.1007/978-3-642-35758-9_32","title":"Design System Assessment Tool","year":2012,"lang":"en","type":"book-chapter","venue":"IFIP International Federation for Information Processing/IFIP","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004216691,0.001303088,0.0005589646,0.005560675,0.001009248,0.004015895,0.001486878,0.0009321274,0.0847071],"category_scores_gemma":[0.01362395,0.0006042726,0.0007672923,0.001992664,0.0004928614,0.003014737,0.002347367,0.001483579,0.04185674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219509,"about_ca_system_score_gemma":0.002902393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701944,"about_ca_topic_score_gemma":0.002008079,"domain_scores_codex":[0.9956311,0.001096706,0.0003658994,0.0004505177,0.002306535,0.0001491697],"domain_scores_gemma":[0.9935827,0.002263753,0.0002147299,0.001200919,0.002572802,0.0001650176],"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":[0.0001320016,0.0002250092,0.00146428,0.0008122048,0.00004885444,0.0001941288,0.0007949891,0.004206402,0.007721537,0.05526747,0.1831659,0.7459673],"study_design_scores_gemma":[0.00006362484,0.0001185554,0.001064785,0.0003497735,0.00005295486,0.0003564103,0.0002652734,0.02162412,0.01285987,0.0214639,0.9417242,0.00005651397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004171518,0.0003410271,0.7312213,0.0008218868,0.0003732692,0.001690527,0.006347361,0.05009052,0.2049426],"genre_scores_gemma":[0.06282263,0.0006746568,0.6542127,0.00108451,0.0001230825,0.002702042,0.018717,0.008402459,0.2512609],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0847071,"threshold_uncertainty_score":0.2833735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171360819308356,"score_gpt":0.2837064476341132,"score_spread":0.2519928394410297,"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."}}