{"id":"W2074319891","doi":"10.1007/s11538-014-0053-5","title":"Asymptotic Analysis of First Passage Time Problems Inspired by Ecology","year":2014,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Dalhousie University; McMaster University","funders":"","keywords":"Ecology; Biology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005300109,0.0001443926,0.0005435719,0.0001037894,0.00003050522,0.000004084575,0.0002937915,0.0002789708,0.001408175],"category_scores_gemma":[0.0007681511,0.0001174957,0.0002052591,0.0001440433,0.0003463659,5.042e-7,0.0001797767,0.00007082572,0.0000859125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006383373,"about_ca_system_score_gemma":0.00001469232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001048911,"about_ca_topic_score_gemma":0.0000137985,"domain_scores_codex":[0.9986978,0.0001850867,0.0004743191,0.0002918677,0.00009620352,0.000254772],"domain_scores_gemma":[0.9990098,0.0002293987,0.0001910796,0.0003873002,0.00009492144,0.00008749603],"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":[0.0002314253,0.002505801,0.0169066,0.0005740136,0.002574258,0.000001488944,0.0001308887,0.0002458187,0.9056137,0.03291299,0.03531964,0.002983333],"study_design_scores_gemma":[0.005135295,0.008431507,0.01009644,0.0001492345,0.001990726,0.00002465723,0.00009877241,0.05559984,0.06620706,0.01842874,0.8322784,0.001559356],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747553,0.00009508528,0.008340402,0.00166114,0.00003846528,0.0002823469,0.0001051924,0.00001808962,0.01470397],"genre_scores_gemma":[0.9955144,0.00005983984,0.001865964,0.0002489678,0.00001961539,0.00002007083,0.0003237835,0.00001538345,0.001931981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8394067,"threshold_uncertainty_score":0.9995047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005606169465428766,"score_gpt":0.224894543910002,"score_spread":0.2192883744445732,"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."}}