{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005132912,0.0005446806,0.0003988618,0.0005009851,0.0002101737,0.0006978947,0.001303035,0.0006916631,0.00298556],"category_scores_gemma":[0.001118695,0.0002320941,0.0005993108,0.0004281838,0.0004185275,0.0007847856,0.0004975914,0.0007618411,0.0006312011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569531,"about_ca_system_score_gemma":0.0005110876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966789,"about_ca_topic_score_gemma":0.001402991,"domain_scores_codex":[0.9998578,0.00004360546,0.0000089609,0.00004138921,0.00003096274,0.00001729896],"domain_scores_gemma":[0.9997165,0.0001032132,0.00006943652,0.00003221172,0.00005830525,0.00002033415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001538683,0.0001016406,0.001601723,0.0001599633,0.00007106434,0.0003041156,0.0001869882,0.7070101,0.02463156,0.2511714,0.001778623,0.01282897],"study_design_scores_gemma":[0.00002255217,0.00006587604,0.0005103447,0.00001453158,0.00002645646,0.0001061667,0.00002068014,0.9652947,0.001009294,0.029463,0.003447162,0.0000191488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07523233,0.0006628026,0.9003626,0.0004439546,0.00007801148,0.0001095526,0.001079641,0.0004126221,0.02161846],"genre_scores_gemma":[0.8725539,0.001455297,0.09746841,0.0003302487,0.0000691322,0.0006228104,0.0008773202,0.0001399442,0.02648289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00298556,"threshold_uncertainty_score":0.009987712,"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."}}