{"id":"W4392980802","doi":"10.1109/mapcon58678.2023.10464130","title":"Radar-Based Digital Twins for Classification of UAVs and Avian Targets","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Radar; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004897836,0.000395943,0.0002949,0.001649624,0.0001979627,0.0007994366,0.000480788,0.000531838,0.002247456],"category_scores_gemma":[0.001726553,0.0001483214,0.0003940629,0.0007511087,0.0002116394,0.0007263962,0.0004483498,0.0004036675,0.001387917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337299,"about_ca_system_score_gemma":0.0002934014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692428,"about_ca_topic_score_gemma":0.002743496,"domain_scores_codex":[0.9997153,0.00003484654,0.000019434,0.00008464332,0.00009840798,0.00004739347],"domain_scores_gemma":[0.9995613,0.0001145629,0.00006430269,0.0000845176,0.0001511457,0.00002416971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004691573,0.0002220367,0.02698338,0.0001672503,0.00007399215,0.0002287773,0.000129988,0.0719911,0.07762951,0.004290856,0.003906491,0.8139076],"study_design_scores_gemma":[0.00001200281,0.0002360747,0.0245105,0.0000382329,0.00004246587,0.0004697835,0.0002244284,0.917424,0.04847194,0.002035656,0.006508237,0.00002672173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.393095,0.0009978143,0.5895986,0.0003855147,0.0002757602,0.0001939379,0.001273802,0.001945699,0.01223384],"genre_scores_gemma":[0.8050627,0.0004201877,0.1887145,0.00012934,0.00005270297,0.00007477091,0.001852575,0.00005358655,0.00363969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002247456,"threshold_uncertainty_score":0.00751847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351898607814683,"score_gpt":0.2724317852807935,"score_spread":0.2489127992026466,"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."}}