{"id":"W4200509991","doi":"10.1103/physreve.104.064113","title":"Brownian dynamics simulations for the narrow escape problem in the unit sphere","year":2021,"lang":"en","type":"article","venue":"Physical review. E","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Indian Institute of Technology Gandhinagar; University of Saskatchewan","keywords":"Brownian motion; Isotropy; Brownian dynamics; Domain (mathematical analysis); Boundary value problem; Boundary (topology); Poisson distribution; First-hitting-time model; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742135,0.00009201485,0.0001225839,0.000004958882,0.00009566314,0.00002986534,0.0002566786,0.00002990981,0.00002063194],"category_scores_gemma":[0.0002301022,0.00005289846,0.0001365496,0.000184872,0.00003918613,0.000002781662,0.0000694432,0.0001174863,0.000008100477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008321446,"about_ca_system_score_gemma":0.00007912945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005593118,"about_ca_topic_score_gemma":0.0004596367,"domain_scores_codex":[0.9992789,0.0001142072,0.0001326821,0.000181313,0.0001255888,0.0001673151],"domain_scores_gemma":[0.9993319,0.0001280653,0.00003529522,0.00037512,0.00009543981,0.00003419663],"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":[0.000167129,0.003855384,0.005697408,0.00368185,0.0003294742,0.00003130168,0.00106211,0.00955347,0.2331313,0.2790524,0.04552353,0.4179146],"study_design_scores_gemma":[0.0009450636,0.0002945421,0.002706895,0.0003854641,0.0001408766,0.00001331009,0.0004376819,0.2503124,0.001762286,0.01403669,0.728525,0.0004397967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898614,0.03011606,0.008653019,0.04587641,0.0002024715,0.003670174,0.0003110534,0.00002988328,0.01252691],"genre_scores_gemma":[0.9928448,0.002487176,0.0002955022,0.002815266,0.0001350381,0.00008535454,0.0003687671,0.00001491426,0.0009532379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6830015,"threshold_uncertainty_score":0.2157136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138217615768872,"score_gpt":0.3533137857184089,"score_spread":0.3319316095607202,"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."}}