{"id":"W2163813053","doi":"10.1177/1470593113477889","title":"Discursivity, difference, and disruption","year":2013,"lang":"en","type":"article","venue":"Marketing Theory","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Business; Sociology; Epistemology; Economic geography; Political science; Geography; Philosophy","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":[0.001088465,0.00009599752,0.00008225361,0.0001137172,0.0001909449,0.0004789172,0.00009852878,0.00003451317,0.001633535],"category_scores_gemma":[0.000288136,0.0000825327,0.00003147254,0.0001109192,0.00007764684,0.0005116671,0.0001140972,0.00007255968,0.0005885857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007673763,"about_ca_system_score_gemma":0.000002604478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007493696,"about_ca_topic_score_gemma":0.00001146783,"domain_scores_codex":[0.9993506,0.0000700952,0.0001390574,0.0001934911,0.0001068905,0.0001398592],"domain_scores_gemma":[0.9995188,0.0001615641,0.00008579065,0.0001595871,0.00006333189,0.00001098764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004956499,0.00004158705,0.1485551,0.00006974027,0.000006421154,4.229264e-7,0.00002320817,7.360941e-8,0.003132863,0.01527373,0.00116227,0.831685],"study_design_scores_gemma":[0.0001589109,4.678404e-7,0.9799397,0.00003132168,0.00002888009,0.000001147207,0.0001386084,0.0002633523,0.000006527037,0.01543081,0.003877483,0.0001227793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906142,0.00008229954,0.0001827849,0.0005186509,0.0002514365,0.0001827121,5.875838e-7,0.0001267617,0.008040606],"genre_scores_gemma":[0.9961479,0.00001608072,0.00003026534,0.0002649463,0.0001635492,0.00005127706,0.00001326011,0.0000116003,0.003301143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8315623,"threshold_uncertainty_score":0.9992791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399681282470474,"score_gpt":0.2198967965660834,"score_spread":0.2058999837413787,"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."}}