{"id":"W3095954779","doi":"10.1111/poms.13295","title":"Quality Disclosure Strategy under Customer Learning Opportunities","year":2020,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China; City University of Hong Kong","keywords":"Quality (philosophy); Purchasing; Flexibility (engineering); Popularity; Business; Marketing; Product (mathematics); Economics","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":[0.004243545,0.0004660724,0.0007536839,0.0005025184,0.0005964632,0.002752647,0.001244312,0.002694334,0.005041569],"category_scores_gemma":[0.02400539,0.0004281778,0.000585711,0.0004132988,0.001445669,0.003105919,0.001587103,0.002201427,0.0004586123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186053,"about_ca_system_score_gemma":0.001305135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002579701,"about_ca_topic_score_gemma":0.001362235,"domain_scores_codex":[0.9971882,0.0009956919,0.0001474986,0.0004204735,0.0004665788,0.0007815937],"domain_scores_gemma":[0.9756207,0.01425551,0.006447982,0.001447165,0.001192253,0.001036449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002608933,0.001785733,0.0501531,0.0004340517,0.0002819655,0.002385739,0.002280771,0.4076551,0.01637776,0.3812139,0.00415153,0.1306714],"study_design_scores_gemma":[0.0002499409,0.0005967527,0.01652405,0.00006499666,0.0001353094,0.0006808011,0.001072794,0.8178816,0.007197796,0.1534115,0.002047895,0.0001364864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214044,0.000384407,0.05819883,0.002230888,0.00002632762,0.0001179071,0.000181025,0.0001276837,0.01732842],"genre_scores_gemma":[0.997241,0.00006141532,0.001194443,0.00007374569,0.000009844535,0.00001118067,0.00001426439,0.000003760903,0.001390356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005041569,"threshold_uncertainty_score":0.02244222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084404800667637,"score_gpt":0.2910079249602228,"score_spread":0.1825674448934591,"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."}}