{"id":"W2898363706","doi":"10.1037/pspa0000136","title":"Does the future look bright? Processing style determines the impact of valence weighting biases and self-beliefs on expectations.","year":2018,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"John Templeton Foundation","keywords":"Psychology; Valence (chemistry); Trait; Social psychology; Pessimism; Weighting; Situational ethics; Cognitive bias; Cognitive psychology; Perspective (graphical); Cognition","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":[0.0009537421,0.0002245146,0.0001417931,0.0002497835,0.0001425997,0.001075428,0.0001354917,0.0003151922,0.001683379],"category_scores_gemma":[0.009066829,0.0001571885,0.0002924655,0.0001386995,0.0004381498,0.0007181769,0.0003444817,0.0005118579,0.0002068346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982229,"about_ca_system_score_gemma":0.0001436025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005618039,"about_ca_topic_score_gemma":0.001144434,"domain_scores_codex":[0.9996462,0.0001220751,0.00001791443,0.00006317779,0.0001173646,0.00003335525],"domain_scores_gemma":[0.9962559,0.001868273,0.0009335739,0.0003141368,0.0003371444,0.0002909769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001887162,0.0003005492,0.6963016,0.000433584,0.0004561723,0.000457099,0.01264805,0.001372575,0.1455628,0.005035914,0.001120922,0.1344236],"study_design_scores_gemma":[0.00002881715,0.0004797974,0.9787874,0.00006799778,0.00009488612,0.000361695,0.002755747,0.002843655,0.008209369,0.005289617,0.001039371,0.00004159928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916251,0.000122163,0.001920757,0.0001545758,0.00001708605,0.00001144602,0.00004777437,0.00001433252,0.006086672],"genre_scores_gemma":[0.9982502,0.0001257042,0.001182103,0.00006069503,0.000009052314,0.000008364416,0.00005333727,0.000008935314,0.0003015273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683379,"threshold_uncertainty_score":0.005631506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0649668486529329,"score_gpt":0.4379165939236785,"score_spread":0.3729497452707456,"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."}}