{"id":"W2517336305","doi":"10.5267/j.msl.2016.9.001","title":"A fuzzy model for exploiting customer requirements","year":2016,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Quality Function Deployment in Product Design","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Fuzzy logic; Process management; Business; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0014068,0.00067584,0.000466104,0.00130442,0.0005111161,0.001602728,0.001279659,0.00116518,0.004447966],"category_scores_gemma":[0.002886537,0.0002537426,0.0009429254,0.001471007,0.0003783813,0.001418533,0.0005255778,0.0008418526,0.0007059311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531671,"about_ca_system_score_gemma":0.001195493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285374,"about_ca_topic_score_gemma":0.01230552,"domain_scores_codex":[0.9992114,0.0002865608,0.00005429551,0.0001373789,0.0002451835,0.00006517319],"domain_scores_gemma":[0.9991591,0.0004710061,0.00007561579,0.00005139071,0.0002130015,0.00002992264],"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":[0.0002156412,0.0001715772,0.001733619,0.0002080766,0.00008630382,0.0003434897,0.0004442625,0.7687473,0.003967094,0.1086821,0.003261965,0.1121386],"study_design_scores_gemma":[0.00001343729,0.00004180926,0.0002115985,0.000015789,0.00001475494,0.00003692633,0.00003518988,0.9865766,0.0003061675,0.01081945,0.001915443,0.0000129432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02322102,0.000283836,0.9635372,0.0003630579,0.00006936616,0.0001264588,0.0004092358,0.0002225599,0.01176725],"genre_scores_gemma":[0.6668148,0.0005019679,0.3213814,0.0001480494,0.00005930331,0.0004713454,0.0005885666,0.00003501783,0.00999955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01285374,"threshold_uncertainty_score":0.02555788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0716158698708953,"score_gpt":0.2765250521494942,"score_spread":0.2049091822785989,"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."}}