{"id":"W4232953537","doi":"10.2139/ssrn.2166426","title":"Persuasive Puffery","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Business","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":[0.00156197,0.0001399113,0.0001302815,0.0001960758,0.0002904186,0.0001694242,0.0002023917,0.00004835882,0.0003884871],"category_scores_gemma":[0.0000670763,0.0001222072,0.0001175526,0.0002343812,0.00002370628,0.001415479,0.00007395472,0.001052869,0.0004123332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954008,"about_ca_system_score_gemma":0.0001922644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001184228,"about_ca_topic_score_gemma":0.0001607691,"domain_scores_codex":[0.9972333,0.00001388352,0.0001770786,0.0001050929,0.0002093748,0.002261252],"domain_scores_gemma":[0.9996219,0.00002727076,0.0001347643,0.0001168514,0.00007740139,0.00002178006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000747239,0.0001392615,0.5688283,0.00002162977,0.0001200201,0.000005368524,0.0001452923,0.000001459486,0.0006315249,0.2372074,0.001205227,0.1916198],"study_design_scores_gemma":[0.003456332,0.00008997187,0.3233775,0.0001068274,0.001135172,0.001569303,0.02032573,0.0002525913,0.00009217724,0.1650728,0.4825462,0.001975337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601355,0.003930488,0.001055386,0.0007732829,0.001093157,0.0001003743,2.688271e-7,0.00008172059,0.03282985],"genre_scores_gemma":[0.9950303,0.0003097311,0.00001406078,0.0004853625,0.00291948,0.000003391211,0.000002767875,0.00002492458,0.001209922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.481341,"threshold_uncertainty_score":0.5299846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339091355269651,"score_gpt":0.2313921593767654,"score_spread":0.2180012458240689,"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."}}