{"id":"W4225156942","doi":"10.1177/07487304221085455","title":"A Phenomenological Mouse Circadian Pacemaker Model","year":2022,"lang":"en","type":"article","venue":"Journal of Biological Rhythms","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Circadian rhythm; Phase response curve; Nocturnal; Rhythm; Biological system; Biology; Set (abstract data type); Chronobiology; Circadian clock; Computer science; Neuroscience; Internal medicine; Ecology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005883872,0.0001861283,0.0004055949,0.0001624866,0.0003348914,0.00003889392,0.0002942717,0.0001171824,0.001037673],"category_scores_gemma":[0.0006413221,0.0001288411,0.0002839482,0.0002894718,0.0002044967,0.0001269588,0.0002489075,0.0009217299,0.00005817432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649805,"about_ca_system_score_gemma":0.0001151089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.966521e-7,"about_ca_topic_score_gemma":1.099512e-7,"domain_scores_codex":[0.9978488,0.0003238924,0.0005585512,0.0003324188,0.0004488409,0.0004875005],"domain_scores_gemma":[0.9987785,0.0002459254,0.0003975147,0.0002148007,0.00004302602,0.0003202313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008401721,0.001043978,0.0009822282,0.00001016437,0.00003872777,0.00519543,0.001477063,0.01832393,0.5860279,0.3767574,0.00330707,0.00599597],"study_design_scores_gemma":[0.01326938,0.01721489,0.008936896,0.00006756256,0.0001474873,0.08297323,0.003493679,0.04328233,0.2889304,0.1999731,0.3379765,0.003734454],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928894,0.0004399603,0.001205137,0.001460289,0.0003803768,0.0001464865,0.00003974891,0.00004604465,0.003392577],"genre_scores_gemma":[0.9945165,0.0001412079,0.0007481702,0.003087319,0.0002465883,0.00001673153,0.00000119554,0.00001506437,0.001227222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3346695,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07775961569350107,"score_gpt":0.2757342202184552,"score_spread":0.1979746045249541,"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."}}