{"id":"W3164323837","doi":"10.1002/pchj.477","title":"The overlapping geography of cognitive ability and chronotype","year":2021,"lang":"en","type":"article","venue":"PsyCh Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronotype; Cognition; Demography; Residence; Population; Effects of sleep deprivation on cognitive performance; Psychology; Geography; Sociology; Circadian rhythm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009936574,0.00003309351,0.00008086094,0.00001459756,0.0008958303,0.00008086474,0.00006048259,0.00002895655,0.0001530152],"category_scores_gemma":[0.000622722,0.00002347137,0.00005399638,0.0001174264,0.0002293367,0.00007275011,0.00001418821,0.0001408177,0.000001262335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001708077,"about_ca_system_score_gemma":0.000254689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003306526,"about_ca_topic_score_gemma":0.0007827596,"domain_scores_codex":[0.9992206,0.0001808929,0.0001571793,0.00006191351,0.0001810068,0.0001984067],"domain_scores_gemma":[0.9990257,0.0005626611,0.00007806902,0.00004452311,0.0001784565,0.0001105716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002792931,0.00004306404,0.8785487,0.00003384411,0.00004814887,0.000005212638,0.006541796,2.561791e-7,0.000009135437,0.0123884,0.0009824124,0.1013711],"study_design_scores_gemma":[0.0002025719,0.00001429901,0.9399431,0.00007676127,0.000008650015,0.000007796459,0.01491129,0.000002316137,0.000009606689,0.006827728,0.03795755,0.00003836952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536344,0.01022387,0.0001454007,0.01274745,0.0008617169,0.00007317276,0.000004404087,0.000005929028,0.02230368],"genre_scores_gemma":[0.9928173,0.006161247,0.0000793806,0.0006260704,0.0002341833,0.000001027604,2.063858e-7,0.000001958232,0.00007866992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013327,"threshold_uncertainty_score":0.6890093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245404549179605,"score_gpt":0.3627343224411627,"score_spread":0.3381938675232022,"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."}}