{"id":"W2069952982","doi":"10.1139/p01-056","title":"Wave scattering from rough cylinders","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Cylinder; Scattering; Harmonic; Integral equation; Surface (topology); Codes for electromagnetic scattering by cylinders; Optics; Classical mechanics; Mechanics; Scattering theory; Acoustics; Mathematical analysis; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00031197,0.0006066944,0.000664159,0.0006114236,0.0004623975,0.001187623,0.0005499377,0.0009915053,0.001118033],"category_scores_gemma":[0.0008178397,0.000254665,0.0005932565,0.0003361098,0.001023074,0.001096331,0.001077562,0.000662016,0.0003600832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004994753,"about_ca_system_score_gemma":0.0003644651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940315,"about_ca_topic_score_gemma":0.001239197,"domain_scores_codex":[0.999688,0.00004769287,0.00001260867,0.00003314353,0.0001664392,0.0000519895],"domain_scores_gemma":[0.9997786,0.00007913326,0.00002879812,0.00003580393,0.0000562319,0.00002145964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001236957,0.00005384246,0.0009781821,0.0002178635,0.00004518364,0.001626237,0.000611082,0.2520912,0.08201138,0.6386834,0.001507789,0.02205013],"study_design_scores_gemma":[0.00002692209,0.00004459811,0.0005862552,0.0000158107,0.00001750346,0.0006326037,0.0001051972,0.9233132,0.007888858,0.06528924,0.002036092,0.0000437512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3560788,0.003371798,0.5770836,0.0007765475,0.0003497277,0.0000753377,0.0001120362,0.0003599625,0.06179208],"genre_scores_gemma":[0.9205938,0.001905713,0.06169782,0.0001480061,0.0001850232,0.00003631286,0.0001148542,0.00005979891,0.01525859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001940315,"threshold_uncertainty_score":0.00385803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471329792060541,"score_gpt":0.2073038285087982,"score_spread":0.1925905305881928,"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."}}