{"id":"W1973102932","doi":"10.1016/j.devcel.2005.10.004","title":"Tracing the Sources of Cellular Variation","year":2005,"lang":"en","type":"review","venue":"Developmental Cell","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Tracing; Variation (astronomy); Computational biology; Evolutionary biology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002626657,0.0002677422,0.0005064855,0.00006316239,0.0000859978,0.00001607131,0.0003375764,0.0002490231,0.00005627217],"category_scores_gemma":[0.000007219736,0.0001912523,0.000369942,0.000190599,0.00004689329,0.000001578854,0.0001392225,0.0001099049,0.00003725886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000432753,"about_ca_system_score_gemma":0.0002305479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004595565,"about_ca_topic_score_gemma":0.00000783553,"domain_scores_codex":[0.9987223,0.0001208327,0.0004745094,0.0003222642,0.0001715999,0.0001885264],"domain_scores_gemma":[0.9992657,0.00001630444,0.0003690805,0.0002765123,0.00003191127,0.00004044673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004227636,0.00007003824,0.00002646548,0.002136489,0.0005097571,0.000002660847,0.0001841127,0.0001125345,0.003241114,0.000005356517,0.0009858324,0.9927214],"study_design_scores_gemma":[0.00006477909,0.00001421308,0.00001308032,0.0002415244,0.0003911748,0.00001271589,0.00003267154,0.000006464482,0.008646976,0.000001638941,0.990344,0.0002307731],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001554419,0.9964744,0.000370757,0.00000342896,0.00007212025,0.0002305602,0.000009098775,0.000005333508,0.001279873],"genre_scores_gemma":[0.005632557,0.9907532,0.001043603,0.00001912938,0.0002941376,0.00002583191,0.0003658396,0.00004152952,0.001824147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9924906,"threshold_uncertainty_score":0.7799044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535262883687532,"score_gpt":0.2402960228100577,"score_spread":0.2249433939731823,"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."}}