{"id":"W4381185439","doi":"10.1017/pds.2023.5","title":"A CASE STUDY OF MULTIFUNCTIONAL NON-PNEUMATIC TIRE DESIGN FOR THE VALIDATION OF META-LEVEL DESIGN PARAMETER IN DOMAIN INTEGRATED DESIGN (DID) METHOD","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Design Society","topic":"Design Education and Practice","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Computer science; Domain (mathematical analysis); Software; Work (physics); Design methods; Design of experiments; Engineering; Mathematics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00109942,0.0003993492,0.0003717481,0.0003902944,0.0003071205,0.0006584589,0.0007695478,0.001245364,0.002283358],"category_scores_gemma":[0.001098912,0.0002131201,0.0005097506,0.0002197186,0.0005756242,0.0003385425,0.0004355268,0.0004415245,0.0002976277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868099,"about_ca_system_score_gemma":0.0003998177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004799348,"about_ca_topic_score_gemma":0.0008165968,"domain_scores_codex":[0.9993873,0.0002008815,0.00002543635,0.0000713815,0.0002559097,0.0000590998],"domain_scores_gemma":[0.999181,0.0003875887,0.00006261808,0.0001848317,0.000138654,0.00004524639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.0003286909,0.0003465461,0.00403613,0.0008012474,0.00006338742,0.002366327,0.0006382773,0.7711923,0.154173,0.01310338,0.001053019,0.05189777],"study_design_scores_gemma":[0.00009151123,0.00105545,0.003475711,0.00007309372,0.00007686611,0.0009170513,0.0004418893,0.8587427,0.1152012,0.002647543,0.01722131,0.00005572936],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5665031,0.0002759671,0.417821,0.0001724531,0.000068223,0.0002542036,0.0001845626,0.0004753193,0.01424519],"genre_scores_gemma":[0.9177402,0.00005879235,0.08005986,0.00001174929,0.000003322749,0.00009359212,0.00003900023,0.00003073974,0.001962818],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002283358,"threshold_uncertainty_score":0.007638633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2286495054415698,"score_gpt":0.343674742404077,"score_spread":0.1150252369625072,"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."}}