{"id":"W7019161870","doi":"","title":"Extreme Customization : Proceedings of the MCPC 2007 World Conference on Mass Customization and Personalization; October 7-9, 2007 at the Massachusetts Institute of Technology; October 11-12, 2007 at the HEC Business School Montreal","year":2007,"lang":"en","type":"article","venue":"RWTH Publications (RWTH Aachen)","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mass customization; Personalization; Work (physics); Standardization; Doors","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231341,0.0009335139,0.0007882028,0.001021944,0.001571016,0.005046324,0.001005561,0.001160067,0.06019477],"category_scores_gemma":[0.002038077,0.0005200945,0.0004963384,0.001356391,0.0009926297,0.003155894,0.002041306,0.002214234,0.01153447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165168,"about_ca_system_score_gemma":0.001951156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004029591,"about_ca_topic_score_gemma":0.01044002,"domain_scores_codex":[0.998621,0.0002469341,0.00004527,0.0002081156,0.0007049193,0.0001738771],"domain_scores_gemma":[0.9977188,0.0004955392,0.00008929839,0.0004489417,0.0008440495,0.0004033634],"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":[0.0004153452,0.0003346916,0.001700453,0.0001654344,0.00004393202,0.0002922672,0.0008074431,0.001859885,0.009197927,0.02581647,0.5393646,0.4200017],"study_design_scores_gemma":[0.00003878533,0.0001130422,0.006513291,0.0001885681,0.00004426463,0.0005040197,0.0006090766,0.01217318,0.01615822,0.01231498,0.9512805,0.00006207621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06366157,0.01791631,0.4117274,0.01956205,0.01629681,0.0008030814,0.001852501,0.008676526,0.4595038],"genre_scores_gemma":[0.1322475,0.008583888,0.06180275,0.00138641,0.002824643,0.0001979528,0.003382567,0.002370664,0.7872037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06019477,"threshold_uncertainty_score":0.2013716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544338495602563,"score_gpt":0.2175086832559281,"score_spread":0.1920652982999025,"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."}}