{"id":"W2029925175","doi":"10.1177/0196859911429195","title":"Contradiction Sells","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cognitive dissonance; Identity (music); Pleasure; Sociology; Consumption (sociology); Representation (politics); Mythology; Product (mathematics); Contradiction; Advertising; Social psychology; Psychology; Aesthetics; Political science; Business; Epistemology; Law","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":[0.001537184,0.00004363355,0.0001096855,0.00007986277,0.0002244983,0.00001998399,0.0004451486,0.00007181502,0.0002678327],"category_scores_gemma":[0.0001782342,0.00004007781,0.00006856451,0.0001119342,0.0002711159,0.0002958397,0.0000200263,0.0001975171,0.00002885206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005493401,"about_ca_system_score_gemma":0.0001937222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009213004,"about_ca_topic_score_gemma":0.00005940316,"domain_scores_codex":[0.9989409,0.0003459661,0.0003116718,0.00003620725,0.0002534761,0.0001117476],"domain_scores_gemma":[0.9988728,0.0001322079,0.0003802409,0.0002302898,0.000267688,0.0001167306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000682568,0.0002467626,0.006591505,0.000005015188,0.00006592573,0.000003994958,0.8985758,0.000002988496,0.0004819141,0.04682909,0.02735997,0.01976873],"study_design_scores_gemma":[0.001092817,0.0002031125,0.04930109,0.00009377584,0.00009270897,0.0000381312,0.270907,0.000009153842,0.001487592,0.02180189,0.6547751,0.0001975811],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5781429,0.004661148,0.005622149,0.003945835,0.004116639,0.000249387,0.000001391804,0.00006546355,0.403195],"genre_scores_gemma":[0.993649,0.003549588,0.001745563,0.0002484312,0.0003679811,0.000001405331,6.894339e-7,0.00000456741,0.0004327778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6276688,"threshold_uncertainty_score":0.293258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1776082041787412,"score_gpt":0.3612769803550329,"score_spread":0.1836687761762917,"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."}}