{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007742624,0.0001820041,0.0002238466,0.001152805,0.0003904187,0.0006523252,0.0002847842,0.0001872303,0.002139695],"category_scores_gemma":[0.004959729,0.000111704,0.0002504717,0.001801335,0.0005266603,0.0004705334,0.0006416386,0.0002411252,0.0001421692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002753156,"about_ca_system_score_gemma":0.0004570631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664481,"about_ca_topic_score_gemma":0.03202037,"domain_scores_codex":[0.9993999,0.0002485871,0.00005474901,0.0001212883,0.0001091533,0.00006627828],"domain_scores_gemma":[0.9971226,0.0008524253,0.001258819,0.0002826367,0.0003100136,0.0001735076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004658181,0.00001832876,0.9907371,0.0000633106,0.0001103338,0.00007344389,0.0007937968,0.0001460326,0.0003531717,0.0006372603,0.0001791674,0.006841462],"study_design_scores_gemma":[8.320426e-7,0.00001644794,0.9988943,0.000009019674,0.00001213931,0.00007728158,0.0002984699,0.00007457685,0.00004214191,0.0001900684,0.000381873,0.000002786219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938054,0.0005159092,0.001660088,0.00009275527,0.00001283361,0.00002343928,0.000920287,0.000006964159,0.002962418],"genre_scores_gemma":[0.9982995,0.0002041131,0.0008577345,0.00002295666,0.000008247759,0.00002439234,0.0003245521,0.000002737776,0.0002557643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664481,"threshold_uncertainty_score":0.03309584,"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."}}