{"id":"W2080593375","doi":"10.1121/1.4785292","title":"The computation of rough surface scattering from a finite interval of roughness","year":2004,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Superposition principle; Computation; Scattering; Interval (graph theory); Surface roughness; Surface finish; Mathematical analysis; Surface (topology); Mathematics; Geometry; Physics; Optics; Algorithm; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003294647,0.00009628835,0.0003051043,0.00000672294,0.0001200907,0.00001296062,0.0004907349,0.00002060594,0.00001943332],"category_scores_gemma":[0.00002459413,0.00004773599,0.0004759838,0.0002159628,0.0004752869,0.00004173387,0.0001128104,0.0002344224,7.747968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002075103,"about_ca_system_score_gemma":0.00005484654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000790123,"about_ca_topic_score_gemma":6.137666e-7,"domain_scores_codex":[0.9988997,0.0001053052,0.0004916682,0.00006042073,0.0002998362,0.0001430718],"domain_scores_gemma":[0.9982473,0.00060388,0.0007687206,0.0001982093,0.0001523558,0.00002950947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001318313,0.0002731814,0.001963404,0.00003632528,0.001132491,1.800509e-7,0.003513083,0.8012426,0.1590581,0.00002550858,0.0008578422,0.03176544],"study_design_scores_gemma":[0.004090938,0.002054665,0.02793489,0.001926656,0.004169133,0.00001791088,0.02683725,0.7306466,0.1502945,0.05098307,0.0003777743,0.0006665921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6426221,0.000168554,0.3539152,0.003149682,0.00006016397,0.00003660997,0.00001043691,0.000001822902,0.00003544484],"genre_scores_gemma":[0.9897325,0.0000454561,0.01000702,0.00008661431,0.0001019268,2.80297e-7,6.992241e-7,0.000008039174,0.00001746228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3471104,"threshold_uncertainty_score":0.1946617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00787915996862249,"score_gpt":0.2413190466368829,"score_spread":0.2334398866682604,"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."}}