{"id":"W4385619753","doi":"10.1177/01461672231190719","title":"The Improvement Default: People Presume Improvement When Lacking Information","year":2023,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Self improvement; Psychology; Narrative; Social psychology; Salient; Inequality; Default; Cognitive psychology; Applied psychology; Political science; Economics; Linguistics","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":[0.008620763,0.000285201,0.000295868,0.0007336061,0.001374532,0.002082171,0.0007580344,0.002148366,0.001706306],"category_scores_gemma":[0.03888255,0.0003711651,0.0003149351,0.0003312003,0.007944184,0.005633333,0.002643228,0.002615508,0.0002577414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263943,"about_ca_system_score_gemma":0.001160947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340895,"about_ca_topic_score_gemma":0.001963821,"domain_scores_codex":[0.9946391,0.002353459,0.0005595538,0.0006760659,0.001334427,0.0004375163],"domain_scores_gemma":[0.9595692,0.01900499,0.009813441,0.006523535,0.003657355,0.001431506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001682539,0.0004254358,0.2921342,0.001415473,0.0002359443,0.005090406,0.3461778,0.001807878,0.03850221,0.155984,0.01170786,0.1448362],"study_design_scores_gemma":[0.0004182817,0.002266133,0.3166551,0.001631671,0.0003771115,0.01366047,0.2298146,0.01388253,0.02833821,0.2894006,0.1028737,0.0006816949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202235,0.0009538237,0.03218064,0.01282813,0.0001010672,0.0001076074,0.0001352606,0.0004197575,0.03305018],"genre_scores_gemma":[0.99704,0.00008410895,0.001744543,0.0006351099,0.0000144866,0.00001538783,0.00002310597,0.000008551772,0.0004346557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008620763,"threshold_uncertainty_score":0.04559153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259123991931628,"score_gpt":0.3462486841465544,"score_spread":0.3136574442272381,"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."}}