{"id":"W7135724187","doi":"","title":"Pattern-oriented Agent-based Monte Carlo simulation of Cellular Redox Environment","year":2013,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Redox biology and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redox; Intracellular; Extracellular; Half-reaction; Function (biology); Compartment (ship); Diffusion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003460894,0.0005254365,0.0007859498,0.0004646934,0.0006352146,0.001048975,0.001235973,0.001646574,0.002974809],"category_scores_gemma":[0.001322186,0.0003805488,0.0008168167,0.0005715894,0.0008291787,0.0005946916,0.0009419821,0.0008284414,0.0002586594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009989019,"about_ca_system_score_gemma":0.001275497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347005,"about_ca_topic_score_gemma":0.006855513,"domain_scores_codex":[0.9998149,0.00005630381,0.00000706802,0.00003067492,0.00005456055,0.00003653243],"domain_scores_gemma":[0.9993904,0.0003735278,0.00006654391,0.0000302227,0.00008080074,0.00005846907],"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":[0.00001482547,0.00001260222,0.0004152417,0.00002048987,0.00001053528,0.00004156472,0.00001809515,0.9897267,0.0004383537,0.00782744,0.0001842838,0.001289801],"study_design_scores_gemma":[0.000005120392,0.000004431313,0.0000372785,0.000002296444,0.000002822749,0.000005762368,0.000003760656,0.9981747,0.0001001222,0.001347151,0.0003145624,0.000002038335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1512631,0.001299402,0.8130469,0.001445445,0.0003452453,0.000218459,0.0007492299,0.0007389525,0.03089328],"genre_scores_gemma":[0.8786642,0.0008428431,0.1090814,0.0002471108,0.00005817065,0.0005140565,0.0004021881,0.00009731175,0.01009268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01347005,"threshold_uncertainty_score":0.02678329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867744689983906,"score_gpt":0.2422782951397174,"score_spread":0.2236008482398784,"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."}}