{"id":"W2132483339","doi":"10.1177/1470593111403215","title":"Contesting the social impact of marketing: A re-characterization of women’s fashion advertising","year":2011,"lang":"en","type":"article","venue":"Marketing Theory","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Advertising; Persuasion; Prima facie; Taste; Ideology; Clearance; Product (mathematics); Clothing; Marketing; Sociology; Psychology; Business; Social psychology; Political science; Politics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01085148,0.0001425986,0.0002079113,0.0001778477,0.0002682469,0.00007075942,0.0002453845,0.00005907542,0.001349912],"category_scores_gemma":[0.002388934,0.0001125965,0.0001487437,0.0003134719,0.0001412377,0.000395419,0.0001132135,0.0001124142,0.0000144839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007283541,"about_ca_system_score_gemma":0.00002675203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008209331,"about_ca_topic_score_gemma":0.000005221834,"domain_scores_codex":[0.998342,0.0005112129,0.0005030982,0.000192982,0.0002008825,0.0002497885],"domain_scores_gemma":[0.9981415,0.0005690513,0.0007951108,0.0002205739,0.0002630185,0.00001078565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005197695,0.0002241946,0.420939,0.0004726779,0.000116121,0.000001775612,0.004083165,9.769421e-7,0.2334977,0.002641845,0.000127327,0.3326976],"study_design_scores_gemma":[0.0002983076,0.000003473936,0.9971156,0.0001264595,0.00006452057,9.693674e-7,0.001489426,0.0001673775,0.0001902145,0.0002834051,0.0001354537,0.0001248535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956481,0.00002005301,0.000172117,0.00003097536,0.0001796814,0.0002043483,0.000003426505,0.00006895886,0.003672291],"genre_scores_gemma":[0.9995695,0.000006668707,0.00002729274,0.00005266078,0.0001339896,0.00002481592,0.00001863059,0.00002269519,0.000143692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5761766,"threshold_uncertainty_score":0.999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272203149530448,"score_gpt":0.2650361631582364,"score_spread":0.2323141316629319,"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."}}