{"id":"W3211531778","doi":"10.1007/s42761-021-00082-6","title":"Associations Between Intraindividual Variability in Sleep and Daily Positive Affect","year":2021,"lang":"en","type":"article","venue":"Affective Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Engineering and Physical Sciences Research Council; Social Sciences and Humanities Research Council of Canada; Michael Smith Health Research BC","keywords":"Bedtime; Evening; Morning; Sleep (system call); Affect (linguistics); Psychology; Duration (music); Demography; Sleep quality; Chronotype; Medicine; Clinical psychology; Gerontology; Internal medicine; Insomnia; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002281535,0.0001129586,0.0001894407,0.0001552538,0.0002482247,0.00005526159,0.0001607496,0.0001262913,0.00007512837],"category_scores_gemma":[0.001452044,0.000108079,0.00003737018,0.001471567,0.0006592196,0.0002177154,0.0001139433,0.0003053044,0.00005043172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515859,"about_ca_system_score_gemma":0.0001223186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002555761,"about_ca_topic_score_gemma":0.0001316856,"domain_scores_codex":[0.9979892,0.0006381237,0.0001449356,0.0006079492,0.0002336566,0.0003861178],"domain_scores_gemma":[0.9979773,0.001529965,0.00006083194,0.0002146397,0.0001159591,0.0001013501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008104589,0.0002817403,0.932931,0.000001954456,0.0001508983,0.00002899958,0.01061751,0.000007622859,0.001376641,0.01093572,0.00007340164,0.0435864],"study_design_scores_gemma":[0.0007157123,0.00007825764,0.9934949,0.000009052078,0.00004717365,0.000005717651,0.0009444217,0.00003431318,0.0008053657,0.003724698,0.000009590375,0.0001308363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965125,0.0001026915,0.0008108667,0.0003967737,0.0003830442,0.000259464,0.00006536205,0.00004817093,0.03280864],"genre_scores_gemma":[0.9995981,0.00000338789,0.0001562516,0.0001261215,0.00003607627,0.00001647457,0.0000133396,0.000008378762,0.00004180391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06056385,"threshold_uncertainty_score":0.4407335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358374422926377,"score_gpt":0.3118412837623331,"score_spread":0.2982575395330693,"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."}}