{"id":"W2296579285","doi":"10.1115/detc2015-46965","title":"Value-Driven Modeling of Tactical and Operational Decisions in Support of Aerospace Product-Service Systems Design","year":2015,"lang":"en","type":"article","venue":"","topic":"Quality Function Deployment in Product Design","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; McGill University","keywords":"Quality function deployment; Aerospace; Software deployment; Product-service system; Service (business); Systems engineering; Process management; Computer science; Product design; Product (mathematics); Function (biology); Manufacturing engineering; New product development; Business model; Engineering management; Risk analysis (engineering); Business; Engineering; Software engineering; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001917315,0.0001337637,0.0002825031,0.0002474055,0.00003904494,0.00009325807,0.0001598528,0.00005227472,0.00004906859],"category_scores_gemma":[0.000975388,0.000118304,0.00002373067,0.000546948,0.00003737017,0.001065681,0.0001275124,0.00009023737,0.00004137954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940863,"about_ca_system_score_gemma":0.0001140043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090426,"about_ca_topic_score_gemma":0.00003288941,"domain_scores_codex":[0.9983463,0.00006107912,0.000587063,0.0003212756,0.0005158729,0.00016838],"domain_scores_gemma":[0.9986355,0.0001382227,0.0001683371,0.0002849464,0.0007489524,0.00002400121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003298369,0.0004726782,0.02230017,0.000303598,0.00005843503,0.000004630419,0.0003469179,0.8464634,0.004089292,0.1020063,0.02345325,0.0001715384],"study_design_scores_gemma":[0.0009531192,0.00004067582,0.0003586294,0.00006407066,0.00005243648,0.000006637094,0.000790333,0.9924716,0.0006759591,0.002366609,0.002003739,0.0002162046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5424693,0.000246129,0.4333979,0.01223823,0.001264045,0.002127628,0.000006334662,0.0001799242,0.008070472],"genre_scores_gemma":[0.990373,0.000007521332,0.008388632,0.0006931192,0.0002300449,0.00002346529,0.00001247071,0.00001968602,0.0002520237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4479038,"threshold_uncertainty_score":0.4824296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473697095792295,"score_gpt":0.2934137214296146,"score_spread":0.1460440118503851,"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."}}