{"id":"W7067851155","doi":"","title":"Markovian Dynamics in Chromatin Loop Extrusion Factors","year":2020,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Chromatin; Nucleosome; Loop (graph theory); Markov process; Dynamics (music); Markov chain; Extrusion; DNA; Förster resonance energy transfer","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001688859,0.0005226369,0.0006749698,0.003413831,0.0002541686,0.00115983,0.004209001,0.000370522,0.004286718],"category_scores_gemma":[0.0001569262,0.0005562073,0.0003440733,0.005943718,0.0003165651,0.001976014,0.003521377,0.0004448935,0.001223431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003668642,"about_ca_system_score_gemma":0.0002521909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002372268,"about_ca_topic_score_gemma":0.0004581968,"domain_scores_codex":[0.9959767,0.0002390564,0.0003743173,0.001706657,0.001162232,0.0005410803],"domain_scores_gemma":[0.9971762,0.0004367054,0.0005357815,0.001368001,0.00002313177,0.0004601614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008602659,0.0001265192,0.02138981,0.00002950028,0.00005500795,0.0008903448,0.0001350394,0.00003234865,4.405859e-7,0.00789742,0.9582768,0.01108076],"study_design_scores_gemma":[0.0005788411,0.0000520972,0.001248217,0.0001809631,0.00002946116,0.000001764877,0.01084362,0.001512474,0.000001265103,0.0002328493,0.9847252,0.0005932762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003388037,0.0000485678,0.001258608,0.0004223573,0.0007552396,0.0003850817,0.003186592,0.0007746711,0.9897808],"genre_scores_gemma":[0.02084894,0.0000317482,0.000737471,0.00007370101,0.00008662456,3.043417e-8,0.001666627,0.0001375702,0.9764173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0264484,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858649957373181,"score_gpt":0.2181071262457868,"score_spread":0.179520626672055,"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."}}