{"id":"W2047272879","doi":"10.15221/10.060","title":"The Solution of a Clothing Mass Customization Program","year":2010,"lang":"en","type":"article","venue":"","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Clothing; Mass customization; Computer science; Personalization; Manufacturing engineering; Engineering; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004616573,0.00007018427,0.00006346199,0.00007568124,0.0002520426,0.0001785928,0.000147874,0.00004478551,0.0000760994],"category_scores_gemma":[0.0001675754,0.00004696963,0.00002719232,0.0003467155,0.00004471165,0.0006848372,0.00004512694,0.00008755832,0.00007026169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006386543,"about_ca_system_score_gemma":0.00001795333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004940942,"about_ca_topic_score_gemma":0.000106128,"domain_scores_codex":[0.9993919,0.00000366419,0.0001881735,0.0001157677,0.0001602186,0.0001402405],"domain_scores_gemma":[0.9994892,0.0000149885,0.0001574506,0.0001429328,0.0001916192,0.000003819733],"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":[0.0001082717,0.0001928885,0.04078079,0.0001513903,0.00004784833,7.357222e-7,0.0001453842,0.0001254047,0.08081161,0.2712992,0.03845638,0.5678801],"study_design_scores_gemma":[0.001043698,0.00001158097,0.02554892,0.00002694426,0.00006581654,0.000001278913,0.0002538786,0.09698026,0.009561373,0.01032533,0.8557467,0.0004341636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6180453,0.00008175175,0.03493256,0.01149683,0.005434494,0.00238742,6.009915e-7,0.001489121,0.3261319],"genre_scores_gemma":[0.9949246,0.000005098,0.003218604,0.0001705238,0.0005514684,0.00003006919,0.00001998293,0.00001155376,0.001068111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8172904,"threshold_uncertainty_score":0.1938533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006935488627908611,"score_gpt":0.2098947367427704,"score_spread":0.2029592481148618,"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."}}