{"id":"W2627024661","doi":"10.1109/radar.2017.7944160","title":"Joint diagonalization based 2D DOA estimation for mixed circular and strictly noncircular sources","year":2017,"lang":"en","type":"article","venue":"","topic":"Direction-of-Arrival Estimation Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Joint (building); Direction of arrival; Algorithm; Ambiguity; Computer science; Mathematics; Telecommunications; Engineering; Antenna (radio)","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":[0.0004433056,0.0001141152,0.0001676654,0.0001550447,0.0003271429,0.0003579209,0.0004083781,0.00006670252,0.000008212987],"category_scores_gemma":[0.0005783008,0.0001099844,0.00006508589,0.0001016899,0.00007158534,0.0008792368,0.00008844325,0.00003517951,0.000002509524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003318297,"about_ca_system_score_gemma":0.00006770506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007744352,"about_ca_topic_score_gemma":0.000004627741,"domain_scores_codex":[0.9990298,0.00003521612,0.0002727327,0.0002864047,0.0002475393,0.0001282885],"domain_scores_gemma":[0.998657,0.00009813602,0.0003347194,0.0006027431,0.0002471529,0.00006027614],"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":[0.00002361575,0.0003933513,0.008230777,0.0009287421,0.00011793,0.00000538591,0.00089433,0.02372468,0.035638,0.4172134,0.00220073,0.5106291],"study_design_scores_gemma":[0.0002758591,0.00005326177,0.01068798,0.00003547165,0.00001210506,0.000002146735,0.000004501232,0.8373492,0.1392353,0.01189783,0.000321901,0.000124351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02037126,0.00003018772,0.9777209,0.0004756989,0.000137283,0.0004151554,0.000003740078,0.000266811,0.0005789391],"genre_scores_gemma":[0.6641166,0.000003471466,0.3357016,0.00007426448,0.00001284892,0.00005491375,0.00000838165,0.000007066472,0.00002089623],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8136246,"threshold_uncertainty_score":0.4485034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871891038429801,"score_gpt":0.2781483690103266,"score_spread":0.2494294586260286,"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."}}