{"id":"W7074640241","doi":"","title":"First Passage Times as a Measure of Hysteresis in Stochastic Gene Regulatory Circuits","year":2022,"lang":"en","type":"other","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Hysteresis; Control theory (sociology); Gene regulatory network; Stochastic process; Electronic circuit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002297459,0.000448077,0.0006184481,0.0004319037,0.0002037701,0.0002313484,0.0008510571,0.0001660923,0.01089185],"category_scores_gemma":[0.001683952,0.0004719013,0.0002851411,0.0009655168,0.0005008657,0.0002522891,0.0004491533,0.0008482707,0.0004715739],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174137,"about_ca_system_score_gemma":0.00725051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002710701,"about_ca_topic_score_gemma":0.00005747856,"domain_scores_codex":[0.9862556,0.0002016645,0.000575836,0.0008157614,0.01147786,0.0006733114],"domain_scores_gemma":[0.9938143,0.001356531,0.0003024762,0.0004864466,0.003774021,0.000266195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000075937,0.0009359478,0.0001110844,0.0001229393,0.0004242838,0.00001852674,0.0002225291,0.001831271,0.00003876873,0.6031947,0.3843088,0.008715278],"study_design_scores_gemma":[0.001640013,0.0002320398,0.0006230812,0.0005938942,0.00004168331,0.000004135391,0.0003535801,0.0008517714,0.00005049088,0.7388479,0.2558622,0.0008992475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009305885,0.0005114186,0.000918441,0.0002467637,0.0001434714,0.0008351864,0.003292877,0.00007412245,0.9930471],"genre_scores_gemma":[0.8597291,0.000004542096,0.00002855245,0.00005341015,0.0006515897,0.0002673129,0.000614588,0.000286035,0.1383649],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8587984,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05650890364519504,"score_gpt":0.2855747479275699,"score_spread":0.2290658442823748,"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."}}