{"id":"W2001465573","doi":"10.1177/0146167211407641","title":"The Pollyanna Myth","year":2011,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychology; Agreeableness; Prosocial behavior; Social psychology; Developmental psychology; Personality; Big Five personality traits","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":[0.001523987,0.0003987169,0.0005520244,0.0007484312,0.002538794,0.005113288,0.0008312446,0.002075151,0.01536057],"category_scores_gemma":[0.007721244,0.0001987625,0.0002299226,0.00050024,0.00705262,0.004897323,0.003067443,0.008511806,0.007366121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078313,"about_ca_system_score_gemma":0.00107133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135323,"about_ca_topic_score_gemma":0.001191582,"domain_scores_codex":[0.9987053,0.0004544229,0.00005447775,0.0004159492,0.0002632505,0.0001065792],"domain_scores_gemma":[0.998295,0.0007388897,0.0001511571,0.0002410122,0.0002868919,0.0002869795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009815878,0.0000342489,0.001360335,0.0001379387,0.00002170674,0.0002294674,0.003249167,0.0000996251,0.000224511,0.4135744,0.5226979,0.05827238],"study_design_scores_gemma":[0.00001164021,0.00001899147,0.0008738472,0.0001804695,0.000005973356,0.0003558017,0.0007049795,0.0001327811,0.0001218046,0.1020093,0.8955709,0.00001359542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00751277,0.03373657,0.004549355,0.6603844,0.04793429,0.00002915888,0.0003116602,0.0002238738,0.2453179],"genre_scores_gemma":[0.3021297,0.03119663,0.005212576,0.2397505,0.0505094,0.0002386063,0.0003262874,0.0004983346,0.370138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01536057,"threshold_uncertainty_score":0.05138618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0932414103478111,"score_gpt":0.3697281887260384,"score_spread":0.2764867783782273,"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."}}