{"id":"W2883417926","doi":"10.1103/physrevlett.122.020602","title":"First Passage under Restart with Branching","year":2019,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation","keywords":"Universality (dynamical systems); Branching (polymer chemistry); Branching process; Statistical physics; Generalization; Mathematics; Physics; Mathematical analysis; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008095844,0.000110979,0.000162667,0.000009465035,0.00003443674,0.00001643786,0.0001400527,0.000009846253,0.00003035319],"category_scores_gemma":[0.00001583593,0.00007937926,0.00008902301,0.00006698958,0.00003902157,0.000004013053,0.00006301546,0.0001007515,0.0001227803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008715596,"about_ca_system_score_gemma":0.00001512026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004303436,"about_ca_topic_score_gemma":0.000009900085,"domain_scores_codex":[0.999285,0.00004062723,0.00008555524,0.0002417112,0.0001605074,0.0001865622],"domain_scores_gemma":[0.999552,0.00001679746,0.0000346791,0.0003219334,0.00001742394,0.00005716901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001050204,0.000311459,0.002957695,0.001936678,0.0001377309,0.00001641577,0.00006246557,0.001435525,0.9626977,0.002362438,0.02414298,0.003833927],"study_design_scores_gemma":[0.002903727,0.001171446,0.02553478,0.005051033,0.0001745786,0.00003957129,0.00005017421,0.00534446,0.005603103,0.0005257449,0.9518143,0.00178711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890125,0.0009701879,0.000658989,0.007984261,0.00003790333,0.0002497437,0.000003281456,0.00001103486,0.001072088],"genre_scores_gemma":[0.9612342,0.002381306,0.0001508094,0.03582028,0.000103246,0.00001369637,0.00004303821,0.00001981754,0.0002335846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9570946,"threshold_uncertainty_score":0.3236993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00814489816345859,"score_gpt":0.2656504576928111,"score_spread":0.2575055595293525,"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."}}