{"id":"W4251570802","doi":"10.1002/cta.467","title":"CFAR detection of weak target in clutter using chaos synchronization","year":2007,"lang":"en","type":"article","venue":"International Journal of Circuit Theory and Applications","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Clutter; Constant false alarm rate; Computer science; Synchronization (alternating current); Detection theory; Chaotic; SIGNAL (programming language); Algorithm; Noise (video); Radar; CHAOS (operating system); Autoregressive model; Detector; Artificial intelligence; Pattern recognition (psychology); Mathematics; Telecommunications; Statistics; Image (mathematics)","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":[0.0006703712,0.00007312477,0.0001285817,0.0002204617,0.00004314233,0.00002055206,0.0001303751,0.00003372863,0.00009336272],"category_scores_gemma":[0.0000144666,0.00007026067,0.00005762794,0.0001435457,0.0000475525,0.0002039973,0.0000165453,0.0001071584,0.000001502358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005424168,"about_ca_system_score_gemma":0.00004176854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422781,"about_ca_topic_score_gemma":0.000004663128,"domain_scores_codex":[0.999153,0.00004805433,0.0004525573,0.00008642123,0.0001717978,0.00008822695],"domain_scores_gemma":[0.9990866,0.0001264643,0.0003798758,0.00006648744,0.0003030096,0.00003761864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009970376,0.0002284246,0.01640659,0.00001009907,0.0001322887,0.000001503684,0.0004177412,0.002316262,0.1374003,0.6626621,0.000002776687,0.1803223],"study_design_scores_gemma":[0.003190286,0.00009620195,0.02926819,0.0001758136,0.000109804,0.00008119401,0.002168564,0.004785778,0.07463935,0.8811008,0.004036776,0.0003472587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1708477,0.0001263663,0.827595,0.00001636931,0.0001088011,0.00009988166,0.000008973149,0.000002935512,0.001193918],"genre_scores_gemma":[0.9991897,0.000007466786,0.0001121329,0.00002551522,0.0006129295,0.000004559359,0.000009728807,0.000008002233,0.00003001828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8283419,"threshold_uncertainty_score":0.2865147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007167366019645717,"score_gpt":0.2561195404843922,"score_spread":0.2489521744647465,"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."}}