{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001639625,0.0002197836,0.0004190484,0.000370329,0.0005178786,0.002070924,0.0006580847,0.001759346,0.0246348],"category_scores_gemma":[0.01099896,0.0002184623,0.0003034406,0.0005597056,0.0009387119,0.003675236,0.0009557816,0.001242309,0.001962222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008559741,"about_ca_system_score_gemma":0.0005609366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650383,"about_ca_topic_score_gemma":0.0014896,"domain_scores_codex":[0.9995146,0.0001107481,0.00001888515,0.0001577135,0.0001022883,0.00009595657],"domain_scores_gemma":[0.9949673,0.003020197,0.0005790194,0.0005428524,0.0004492367,0.0004413151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001278168,0.0003607601,0.02846495,0.0005138993,0.00019422,0.0003457611,0.001481208,0.02448987,0.04294655,0.7557756,0.01196905,0.1321799],"study_design_scores_gemma":[0.0001521451,0.000369053,0.05615372,0.000151579,0.0001184337,0.0004520021,0.002229862,0.0321634,0.007729272,0.8661714,0.03422369,0.00008528889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.626365,0.006541575,0.09172926,0.06012567,0.0009660932,0.00007059772,0.001442476,0.0003900318,0.2123693],"genre_scores_gemma":[0.9884969,0.001218533,0.002338098,0.001003564,0.0002508544,0.0000190534,0.00008820729,0.0001038609,0.006481007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0246348,"threshold_uncertainty_score":0.08241165,"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."}}