{"id":"W2765716880","doi":"10.1103/physrevlett.119.164301","title":"Impact of Strong Scattering Resonances on Ballistic and Diffusive Wave Transport","year":2017,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Scattering; Physics; Diffusion; Range (aeronautics); Energy transport; Ballistic conduction; Computational physics; Optics; Materials science; Quantum mechanics","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":[0.00007295557,0.0001704908,0.0004599655,0.00001484028,0.0001221751,0.00002785794,0.0001655663,0.000004707912,0.00005306613],"category_scores_gemma":[0.000009922079,0.0001218411,0.0002542143,0.00002180123,0.0001613794,0.0001066451,0.00002805458,0.0001180122,0.000007123634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001154834,"about_ca_system_score_gemma":0.00001179997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001681343,"about_ca_topic_score_gemma":8.698992e-7,"domain_scores_codex":[0.9992371,0.00002363965,0.0001769906,0.0002187131,0.0001449782,0.0001985614],"domain_scores_gemma":[0.9992647,0.00007280698,0.0001925933,0.0003653551,0.00001551645,0.00008901759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003890292,0.001135416,0.6470258,0.003947119,0.001167217,0.00006888979,0.001614505,0.0004044221,0.08136906,0.007106052,0.00496533,0.2508071],"study_design_scores_gemma":[0.001442746,0.0001930829,0.9912052,0.004145771,0.0002231211,0.000001056209,0.00001231731,0.0007588128,0.0006427355,0.0004186046,0.0005411862,0.0004153578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973307,0.0003429711,0.0001814179,0.0009314789,0.00004907072,0.0001985735,0.00004210474,0.000005707096,0.0009179504],"genre_scores_gemma":[0.9991302,0.0002543883,0.00002809994,0.0002939179,0.0002383425,0.00002240482,0.00001048803,0.00001295903,0.000009182671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3441794,"threshold_uncertainty_score":0.4968536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206057596454363,"score_gpt":0.3107249750907528,"score_spread":0.2886643991262091,"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."}}