{"id":"W2123264811","doi":"10.1109/igarss.1989.575864","title":"An Acoustic Pulse Diffraction Modelling Facility","year":2005,"lang":"en","type":"article","venue":"","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Diffraction; Acoustics; Computer science; Pulse (music); Materials science; Optics; Physics; Telecommunications","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":[0.00004051375,0.00005763395,0.00004793282,0.00002633128,0.00002929388,0.00002058611,0.00003261153,0.00004095659,0.0003008373],"category_scores_gemma":[0.000002020517,0.0000548394,0.00001436793,0.00004597094,0.000004857877,0.0003181281,0.000001809846,0.00005617561,0.0001135892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003559748,"about_ca_system_score_gemma":0.000002358837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009472467,"about_ca_topic_score_gemma":0.0000131511,"domain_scores_codex":[0.9996918,0.000005746625,0.00008118083,0.00007341579,0.00005189023,0.00009600198],"domain_scores_gemma":[0.9998352,0.000006540425,0.00000517257,0.00009516067,0.00001629439,0.00004166852],"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":[0.000002265811,0.00001164342,0.00003620991,0.000004510051,0.000002240978,1.884025e-7,0.00005216758,0.9858781,0.006587011,0.00002447039,0.00006148652,0.007339686],"study_design_scores_gemma":[0.00006037668,0.000006355978,0.0001191934,0.00000132581,0.000004278769,9.641344e-7,0.00003222731,0.9988451,0.0005947667,0.00002050901,0.0002431562,0.00007175653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05065185,0.00002657883,0.9461882,0.00001360822,0.00005158197,0.00004497504,0.000001904119,0.0004040161,0.002617336],"genre_scores_gemma":[0.9871308,0.00004705908,0.01243176,0.00002907549,0.00005933414,0.000002737293,0.00001559924,0.000007249363,0.0002764133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9364789,"threshold_uncertainty_score":0.3293957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538789329005931,"score_gpt":0.2123146688091523,"score_spread":0.196926775519093,"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."}}