{"id":"W4405179952","doi":"10.1109/tem.2024.3514653","title":"Analysis of Product Introduction Strategies in the Presence of Price–Quality Heuristic","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Engineering Management","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Quality (philosophy); Product (mathematics); Heuristic; Computer science; Manufacturing engineering; Business; Engineering; Mathematics; Artificial intelligence","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":[0.0006873229,0.0001227599,0.0001801727,0.001133506,0.0000334471,0.00009639771,0.0001869648,0.00002053756,0.00005184499],"category_scores_gemma":[0.00001265945,0.0001005686,0.0000860135,0.003141728,0.00002235601,0.0005224128,0.000003220815,0.0001110993,0.000008013639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003218206,"about_ca_system_score_gemma":0.000009691432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005637516,"about_ca_topic_score_gemma":0.00002055293,"domain_scores_codex":[0.9989365,0.0000133123,0.0003566961,0.000264316,0.0002951073,0.0001340242],"domain_scores_gemma":[0.9995472,0.00004191364,0.00007063099,0.0002839608,0.00005267871,0.000003634569],"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":[0.00002395036,0.0001398199,0.00007772801,0.001426463,0.0004958004,0.000003296265,0.0002809649,0.9665555,0.0006438497,0.02286277,0.0001958332,0.007294041],"study_design_scores_gemma":[0.0008038501,0.00005124644,0.1199682,0.0005395789,0.004253,0.000001900387,0.002748439,0.8393103,0.005848855,0.001395769,0.02404359,0.001035197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1344356,0.0001584738,0.8599052,0.00110885,0.001415855,0.0006783455,0.000004910539,0.0001935392,0.0020992],"genre_scores_gemma":[0.9993008,0.00003900633,0.0002886167,0.00001771823,0.0001408177,0.00005343428,0.00001080381,0.00001099881,0.0001377443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8648652,"threshold_uncertainty_score":0.4101068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114764684077511,"score_gpt":0.2252805055644949,"score_spread":0.2141328587237198,"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."}}