{"id":"W3099652239","doi":"","title":"ANALYSIS OF PERFECTLY MATCHED LAYER OPERATORS FOR ACOUSTIC SCATTERING ON MANIFOLDS WITH QUASICYLINDRICAL ENDS","year":2016,"lang":"en","type":"article","venue":"","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics; Mathematical analysis; Physics; Mathematical physics; Zero (linguistics); Geometry","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":[0.0001041618,0.0001674396,0.0003921955,0.0001855464,0.00005929394,0.00002644208,0.0001425556,0.00002915405,0.001988259],"category_scores_gemma":[0.000003410844,0.00009486231,0.0002524253,0.0004821373,0.00003736588,0.00004404612,0.00002074368,0.00004172589,0.00001909556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001891297,"about_ca_system_score_gemma":0.00002322672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215155,"about_ca_topic_score_gemma":0.0000179814,"domain_scores_codex":[0.9990296,0.00002225346,0.0002239102,0.0003041513,0.0001518682,0.0002681528],"domain_scores_gemma":[0.9993379,0.0001532967,0.00007703669,0.000290176,0.00006835603,0.00007331144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000164155,0.000433431,0.2308524,0.00003357852,0.005633265,0.000001754708,0.000208902,0.003448192,0.716098,0.002533154,0.0001787899,0.04041445],"study_design_scores_gemma":[0.007435566,0.005011196,0.1778871,0.0003870771,0.0200302,0.000003719027,0.001590715,0.04681274,0.736834,0.0007314183,0.0006664688,0.002609825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013274,0.000002758994,0.09612378,0.0003366405,0.00001252599,0.000077845,0.00002007452,0.00002326076,0.00207571],"genre_scores_gemma":[0.9968469,7.054073e-7,0.0006866278,0.00005076166,0.00008037531,0.00004434292,0.00001282529,0.00002014295,0.002257345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09551947,"threshold_uncertainty_score":0.9989241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047842114203645,"score_gpt":0.2481335417687041,"score_spread":0.2376551206266676,"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."}}