{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002624148,0.0008115798,0.001340846,0.001330263,0.001317623,0.002185459,0.002100989,0.001693827,0.005353824],"category_scores_gemma":[0.01199118,0.0004113139,0.002123511,0.0009503686,0.003511629,0.0039557,0.002313597,0.002787126,0.0008559516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857031,"about_ca_system_score_gemma":0.00103007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383235,"about_ca_topic_score_gemma":0.0005524505,"domain_scores_codex":[0.9984527,0.0004232722,0.00007110958,0.0004103683,0.0003326823,0.0003099586],"domain_scores_gemma":[0.9935775,0.002923018,0.001226283,0.000944259,0.0005640558,0.0007649198],"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":[0.00005406366,0.00003210677,0.000580571,0.00008235151,0.00003195593,0.0002772412,0.0001550791,0.03099475,0.003758296,0.9576104,0.001020016,0.005403127],"study_design_scores_gemma":[0.00002267854,0.00009893824,0.0006200222,0.00003443233,0.00002667215,0.0003371655,0.0000442426,0.249109,0.001894191,0.7453168,0.002449316,0.0000464347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1519307,0.00216498,0.8109829,0.00146374,0.0004758698,0.000135717,0.000239773,0.0005625703,0.0320437],"genre_scores_gemma":[0.9375704,0.001427491,0.04374021,0.0005996453,0.0003898225,0.0002597216,0.0002189412,0.000268278,0.01552558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005353824,"threshold_uncertainty_score":0.01791036,"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."}}