{"id":"W3014593212","doi":"10.1111/bjep.12346","title":"Some days are more satisfying than others: A daily‐diary study on optimism, pessimism, coping, and academic satisfaction","year":2020,"lang":"en","type":"article","venue":"British Journal of Educational Psychology","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Optimism; Psychology; Pessimism; Coping (psychology); Feeling; Personality; Social psychology; Life satisfaction; Developmental psychology; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006748865,0.0002879267,0.0005433122,0.0002545004,0.000257526,0.000105664,0.0003870859,0.0003007392,0.001052745],"category_scores_gemma":[0.0003176091,0.0003418692,0.0001398268,0.000247675,0.0001864476,0.0004233524,0.00004691797,0.00137536,0.0000897623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007342312,"about_ca_system_score_gemma":0.0001402668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172306,"about_ca_topic_score_gemma":0.00001706041,"domain_scores_codex":[0.9970909,0.0005284498,0.0009352437,0.0006160992,0.0004019464,0.0004273274],"domain_scores_gemma":[0.9978145,0.0004965211,0.0008675884,0.0002421916,0.0001824007,0.00039674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008557034,0.001391868,0.7869682,0.0000774826,0.0007409165,0.0005825574,0.02588897,0.0002869124,0.0005317538,0.00192011,0.1476351,0.03312042],"study_design_scores_gemma":[0.002750197,0.0007577406,0.9818128,0.0002840542,0.00009717328,0.002511255,0.008450402,0.00001519046,0.000006688924,0.001955281,0.001035172,0.000324052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632076,0.005892424,0.0002007334,0.02523259,0.002555196,0.0004095209,0.00002854182,0.00003004782,0.002443373],"genre_scores_gemma":[0.9847847,0.001206077,0.0006569759,0.009988827,0.003036823,0.00003345841,0.00001125987,0.00007013419,0.0002117189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1948446,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05104727841127199,"score_gpt":0.3790646039220381,"score_spread":0.3280173255107661,"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."}}