{"id":"W3123635459","doi":"","title":"When Does Feeling of Fluency Matter? How Abstract and Concrete Thinking Influence Fluency Effects","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fluency; Feeling; Processing fluency; Cognitive psychology; Psychology; Priming (agriculture); Value (mathematics); Verbal fluency test; Social psychology; Computer science; Cognition; Neuropsychology; Mathematics education","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":[0.003012922,0.000393138,0.0005966591,0.0004719228,0.0003481098,0.002321727,0.0003166572,0.00115274,0.004827187],"category_scores_gemma":[0.02880962,0.0003819335,0.0004547108,0.000276174,0.001519271,0.002298883,0.0008389482,0.00116428,0.0004327831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652758,"about_ca_system_score_gemma":0.0002225986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004389072,"about_ca_topic_score_gemma":0.0003354704,"domain_scores_codex":[0.9979569,0.000957206,0.000124964,0.0003804386,0.0003721711,0.0002083961],"domain_scores_gemma":[0.9696966,0.02382836,0.003060296,0.001423765,0.0006566615,0.001334232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02563692,0.004588943,0.3363238,0.001916321,0.001100695,0.001342781,0.02739857,0.002985949,0.3523912,0.02407689,0.002435289,0.2198027],"study_design_scores_gemma":[0.0007330769,0.003217816,0.9211826,0.0001873221,0.0006292006,0.0005074608,0.00280526,0.003463362,0.02291064,0.04161803,0.002541789,0.0002034623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990076,0.0002172732,0.002826908,0.0003337,0.00004978281,0.00003466995,0.00004942555,0.00002982356,0.006382436],"genre_scores_gemma":[0.9978021,0.0000952974,0.001360311,0.0001403378,0.00003073064,0.00002988921,0.00003952034,0.0000367082,0.0004651306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004827187,"threshold_uncertainty_score":0.01614863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358314662971594,"score_gpt":0.3020886817453877,"score_spread":0.2685055351156718,"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."}}