{"id":"W1999535034","doi":"10.2139/ssrn.997261","title":"Cognitive Dissonance, Pessimism, and Behavioral Spillover Effects","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cognitive dissonance; Spillover effect; Pessimism; Psychology; Cognitive psychology; Cognition; Self-perception theory; Social psychology; Economics; Neuroscience; Microeconomics","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":[0.0030434,0.0004796811,0.0005302969,0.0007848694,0.0005813985,0.001397499,0.0003974015,0.001154678,0.007919585],"category_scores_gemma":[0.01843457,0.0004044204,0.0004564125,0.0004956219,0.0008192366,0.0006958084,0.001160496,0.001875615,0.00032946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386592,"about_ca_system_score_gemma":0.0006026711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811255,"about_ca_topic_score_gemma":0.002742126,"domain_scores_codex":[0.9992383,0.0003897804,0.00003706261,0.00008732048,0.0001537568,0.00009385433],"domain_scores_gemma":[0.9766185,0.01689679,0.002638793,0.001147992,0.0004411727,0.00225681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01446513,0.01081098,0.8876246,0.0003980827,0.001149634,0.0007474557,0.003157327,0.005564415,0.01032013,0.008882781,0.0008569687,0.05602246],"study_design_scores_gemma":[0.0002567058,0.000768201,0.9907335,0.00004065046,0.0003530633,0.0002243392,0.0005803315,0.002088489,0.0007597897,0.003913866,0.0002545196,0.00002647011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938438,0.0003708378,0.0001648401,0.0002507507,0.00001085579,0.00001870387,0.00006066721,0.000004651426,0.005274832],"genre_scores_gemma":[0.9992734,0.0001466944,0.0001330378,0.00004446511,0.00001574748,0.00001153315,0.00004134916,0.000002251182,0.000331603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007919585,"threshold_uncertainty_score":0.02649361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008553955207582356,"score_gpt":0.3198484158275883,"score_spread":0.311294460620006,"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."}}