{"id":"W3196049311","doi":"10.1002/mar.21583","title":"Consumer subversion and its relationship to anti‐consumption, deviant and dysfunctional behaviors, and consumer revenge","year":2021,"lang":"en","type":"article","venue":"Psychology and Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Windsor","funders":"","keywords":"Subversion; Consumption (sociology); Marketing; Business; Consumer behaviour; Dysfunctional family; Advertising; Psychology; Sociology; Political science; 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":[0.0008718942,0.000180696,0.000199932,0.0002319163,0.0005667358,0.0002102962,0.0000480191,0.0001436289,0.0003856285],"category_scores_gemma":[0.0004332165,0.0001952233,0.00002468552,0.0001892888,0.0001483864,0.0004643563,0.0001546558,0.0002001623,0.0000747295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000738167,"about_ca_system_score_gemma":0.00001259037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001682063,"about_ca_topic_score_gemma":0.00005012113,"domain_scores_codex":[0.9986776,0.0000992029,0.0003101029,0.0005785692,0.0001181471,0.0002164085],"domain_scores_gemma":[0.9992247,0.0002452621,0.0001269709,0.000161677,0.0001829858,0.0000583918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012733,0.00004447971,0.936683,0.0001538368,0.00001977167,0.0000124482,0.00004255953,5.730224e-8,0.006172384,0.001237082,0.001606935,0.05392618],"study_design_scores_gemma":[0.0008444955,0.000002992399,0.9718176,0.00009673095,0.0001694311,0.0001305109,0.00009493492,0.00003571065,0.00002598256,0.0002124018,0.02634003,0.0002291688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889078,0.007059563,0.00004175771,0.002930454,0.0003911279,0.0002322666,0.00000931356,0.0000584755,0.0003693074],"genre_scores_gemma":[0.9951525,0.002564228,0.0002241822,0.001310937,0.00007973863,0.00003126625,0.00004892157,0.00001675568,0.000571477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05369701,"threshold_uncertainty_score":0.7960975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04409273020295007,"score_gpt":0.2974926463959111,"score_spread":0.253399916192961,"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."}}