{"id":"W3163262459","doi":"10.14733/cadconfp.2021.267-271","title":"A computer-aided Approach for Acquisition and Importance Ranking of Customer Requirements from the Online Comment Mining","year":2021,"lang":"en","type":"article","venue":"","topic":"Quality Function Deployment in Product Design","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Ranking (information retrieval); Data mining; Data science; Software engineering; Information retrieval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001882412,0.00124872,0.001283401,0.007061358,0.0008145905,0.001891242,0.001446384,0.001073222,0.01092387],"category_scores_gemma":[0.008063048,0.0004032531,0.001151992,0.004409092,0.0003296633,0.0009178516,0.001461237,0.001277029,0.006543163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005197827,"about_ca_system_score_gemma":0.001952216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171613,"about_ca_topic_score_gemma":0.0245764,"domain_scores_codex":[0.9983303,0.0003844585,0.0001888909,0.0003676865,0.000583804,0.0001449336],"domain_scores_gemma":[0.9948435,0.002918613,0.0002625704,0.0004028433,0.001445716,0.000126827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002941827,0.0004225386,0.004204694,0.0002699426,0.0001235133,0.0002090794,0.0003411057,0.009356766,0.03132701,0.002261297,0.0107,0.9404898],"study_design_scores_gemma":[0.0001158678,0.0002319953,0.009763128,0.00004285175,0.0001178373,0.0004592376,0.0005757651,0.9515259,0.01950968,0.004664643,0.0129226,0.00007048248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02523266,0.0001450699,0.9543995,0.000151855,0.00004258206,0.0004765071,0.002336466,0.0153635,0.001851812],"genre_scores_gemma":[0.09190429,0.00007429341,0.8992137,0.00005601561,0.00004120159,0.0004543053,0.005274063,0.0001888507,0.002793247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01171613,"threshold_uncertainty_score":0.03654397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07359232499182472,"score_gpt":0.2751942424088243,"score_spread":0.2016019174169996,"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."}}