{"id":"W3122710301","doi":"10.1007/s11747-007-0026-4","title":"How consumers’ assessments of the difficulty of manufacturing a product influence quality perceptions","year":2007,"lang":"en","type":"article","venue":"Journal of the Academy of Marketing Science","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Product (mathematics); Quality (philosophy); Perception; Business; Marketing; New product development; Perceived quality; Psychology; Brand awareness; Mathematics","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":[0.01080086,0.00009900354,0.0002066097,0.0002272373,0.0003042272,0.00009974871,0.001297034,0.0000399825,0.00002342907],"category_scores_gemma":[0.002374042,0.00005913867,0.0001768274,0.000681571,0.000881538,0.001080337,0.0002983062,0.0003169734,8.372025e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004379156,"about_ca_system_score_gemma":0.00006755017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004345396,"about_ca_topic_score_gemma":0.000006216128,"domain_scores_codex":[0.9977379,0.0001061667,0.0007691247,0.0001621276,0.001039439,0.0001851887],"domain_scores_gemma":[0.996448,0.0002329494,0.002588679,0.0002446799,0.000468358,0.00001737004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009873137,0.00008573923,0.4525904,0.0001749129,0.00001644166,9.477847e-8,0.00008639507,0.00002612929,0.5173385,0.0001111826,0.00009653993,0.02937495],"study_design_scores_gemma":[0.0002082388,0.000001442338,0.9519079,0.0002607769,0.00007397046,0.000005565641,0.000458515,0.00001647679,0.0465486,0.00007584287,0.000379265,0.00006338965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973046,0.00005233009,0.00003346927,0.001940629,0.0003256088,0.0001665022,0.000001829753,0.000004882872,0.0001702171],"genre_scores_gemma":[0.9994485,0.0000171157,0.0002141134,0.0000867805,0.00005751125,8.001868e-7,9.045124e-8,0.000004403058,0.0001707059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4993175,"threshold_uncertainty_score":0.3743384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04279705547165864,"score_gpt":0.3325023016747132,"score_spread":0.2897052462030546,"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."}}