{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007649029,0.0002421437,0.0002967796,0.0005191938,0.00029173,0.0006309118,0.0001460384,0.0003884096,0.001766681],"category_scores_gemma":[0.004353101,0.0002163274,0.0002780895,0.0004747072,0.0002549243,0.000317401,0.000409107,0.0005399961,0.0002686669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169827,"about_ca_system_score_gemma":0.00008111563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325965,"about_ca_topic_score_gemma":0.003985377,"domain_scores_codex":[0.9996127,0.0001448554,0.00004240593,0.0001011747,0.00006222868,0.00003668213],"domain_scores_gemma":[0.9943974,0.003539789,0.000954173,0.0004789346,0.0003043137,0.0003254836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006004639,0.00009675741,0.9912719,0.0000148835,0.0003575736,0.00004610664,0.0004580173,0.0002069644,0.00325438,0.00004824852,0.0000899017,0.003554762],"study_design_scores_gemma":[0.000001746825,0.00004365955,0.9995822,8.413095e-7,0.00001189797,0.00003624136,0.00006897,0.0001275046,0.00005219219,0.00002247918,0.00004994125,0.000002180198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984778,0.0001433454,0.0002230314,0.0000219813,0.00001431388,0.000006050851,0.0001771021,0.000006078566,0.0009303573],"genre_scores_gemma":[0.9991987,0.00004812186,0.0001278153,0.00001206335,0.00001615697,0.000009221263,0.0002051867,0.000005155241,0.0003774348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001766681,"threshold_uncertainty_score":0.005910158,"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."}}