{"id":"W7115020476","doi":"10.2139/ssrn.5912831","title":"Does Time Shift Behavior? The Clock- vs. Solar-Time Tradeoff","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Measure (data warehouse); Schedule; Latitude; Time of day; Time shifting; Response time; Daylight","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.01017946,0.001581367,0.001445374,0.0002863496,0.003141045,0.0006345964,0.004181711,0.001164216,0.02256385],"category_scores_gemma":[0.0001021883,0.0009187203,0.001289149,0.0004644718,0.001111662,0.0007188754,0.00174929,0.01808787,0.006795529],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01280528,"about_ca_system_score_gemma":0.007045081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006655329,"about_ca_topic_score_gemma":0.0006890316,"domain_scores_codex":[0.9811881,0.001222425,0.002021429,0.001603529,0.002324214,0.01164031],"domain_scores_gemma":[0.9952744,0.0003064347,0.001555336,0.001722064,0.00002259256,0.001119136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005163261,0.01396957,0.308209,0.000664272,0.007737739,0.0003831274,0.02352781,0.00326788,0.0119853,0.03303137,0.01463319,0.5774274],"study_design_scores_gemma":[0.006437362,0.005375396,0.4737859,0.001049266,0.004977262,0.001539685,0.002730389,0.001716188,0.001838339,0.261765,0.232269,0.006516216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511053,0.009452972,0.002519566,0.10311,0.005844384,0.006244246,0.0004001385,0.0002807436,0.02104262],"genre_scores_gemma":[0.8360703,0.04622333,0.0001423175,0.001816713,0.001760102,0.0001013545,0.00005650603,0.0001452367,0.1136841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5709112,"threshold_uncertainty_score":0.9996935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006138910988259212,"score_gpt":0.2384446935282162,"score_spread":0.232305782539957,"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."}}