{"id":"W2101422898","doi":"10.1177/0956797611436349","title":"Personalized Persuasion","year":2012,"lang":"en","type":"article","venue":"Psychological Science","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":497,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada); University of Toronto","funders":"","keywords":"Psychology; Persuasion; Personality; Trait; Social psychology; Persuasive communication; Framing (construction); Big Five personality traits; Regulatory focus theory; Appeal; Creativity; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001686137,0.000661682,0.0003656122,0.001083004,0.000525895,0.001925408,0.0006558257,0.001209249,0.04014833],"category_scores_gemma":[0.008123886,0.0001626433,0.0004504457,0.0005632999,0.0004405939,0.001171518,0.0009405127,0.000933088,0.01149754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733021,"about_ca_system_score_gemma":0.0004216288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003445898,"about_ca_topic_score_gemma":0.0005232582,"domain_scores_codex":[0.9981996,0.0006936877,0.00009606338,0.0002388466,0.0006509444,0.0001209248],"domain_scores_gemma":[0.9966465,0.00194702,0.0002503646,0.0005345156,0.0004203094,0.0002012425],"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":[0.0002100697,0.0006482209,0.003195226,0.001365276,0.0001109883,0.0002955886,0.001515796,0.0007254733,0.006927911,0.03789632,0.03315261,0.9139565],"study_design_scores_gemma":[0.0002127122,0.001249899,0.01897738,0.0009889648,0.000391934,0.00281013,0.001352372,0.005880533,0.01331454,0.06646229,0.8882323,0.0001270394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08758351,0.01247473,0.1130864,0.005509059,0.002144952,0.002089837,0.0009060872,0.004911089,0.7712944],"genre_scores_gemma":[0.7123267,0.006933475,0.07310715,0.004237299,0.001395475,0.001036466,0.0007914476,0.0003905389,0.1997814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04014833,"threshold_uncertainty_score":0.1343095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223593481080089,"score_gpt":0.5327979847932398,"score_spread":0.3092045037131508,"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."}}