{"id":"W90283668","doi":"10.1017/s1930297500005933","title":"Decisional enhancement and autonomy: public attitudes towards overt and covert nudges","year":2013,"lang":"en","type":"article","venue":"Judgment and Decision Making","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"NeuroDevNet; University of British Columbia","funders":"Canadian Institutes of Health Research; Boettcher Foundation","keywords":"Subconscious; Covert; Nudge theory; Vignette; Psychology; Social psychology; Autonomy; Context (archaeology); Cognition; Affect (linguistics); Psychological intervention; Cognitive psychology; Applied psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00912945,0.0002094066,0.0001972823,0.0005169718,0.0009114848,0.002361441,0.0002278809,0.00106989,0.002440674],"category_scores_gemma":[0.02827489,0.0001559432,0.0002690401,0.0002471603,0.003414691,0.001190904,0.001433059,0.001988652,0.0001239289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176622,"about_ca_system_score_gemma":0.0005363623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006465178,"about_ca_topic_score_gemma":0.0007002158,"domain_scores_codex":[0.9932319,0.004718494,0.0001767566,0.0002926026,0.001166011,0.0004142811],"domain_scores_gemma":[0.9616281,0.0262082,0.007260099,0.002159852,0.001273694,0.001470033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006033931,0.006977881,0.5875546,0.0006645168,0.0004800529,0.001344105,0.09396528,0.004030981,0.04259803,0.0952286,0.00308822,0.1580338],"study_design_scores_gemma":[0.0004814116,0.004347493,0.7990395,0.0003744456,0.0002919989,0.0009306819,0.0788786,0.01270438,0.02313405,0.05434466,0.0252112,0.0002617324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923522,0.00005519185,0.0007691813,0.0007264625,0.00001259007,0.0000139045,0.000004518656,0.000004350019,0.006061685],"genre_scores_gemma":[0.9996734,0.00002034247,0.0001143388,0.00006853697,0.000006218354,0.000004703055,0.000001717502,8.927753e-7,0.000109871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00912945,"threshold_uncertainty_score":0.04828173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123574101406742,"score_gpt":0.3859037021502991,"score_spread":0.273546292009625,"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."}}