{"id":"W4403937586","doi":"10.23919/eumc61614.2024.10732822","title":"Spatially Distributed Polarization Receiver Array for Communication and Sensing Multifunction Systems","year":2024,"lang":"en","type":"article","venue":"","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Polarization (electrochemistry); Electronic engineering; Communications system; Electrical engineering; Telecommunications; Engineering","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":[0.000100493,0.00006925731,0.00006403669,0.00005317344,0.00006517214,0.00013297,0.00002111124,0.00006281868,0.000005348247],"category_scores_gemma":[0.00002016908,0.00006560422,0.00001538782,0.0001073999,0.00001094238,0.0002038317,0.000003890199,0.00004798378,0.000004970161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004426874,"about_ca_system_score_gemma":0.000005638603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003978574,"about_ca_topic_score_gemma":0.00001526687,"domain_scores_codex":[0.9996545,0.00001792569,0.0001207848,0.00008786181,0.00004415928,0.0000747161],"domain_scores_gemma":[0.9997625,0.00006175544,0.00001089742,0.00008626626,0.00005615066,0.00002242305],"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":[0.00004704279,0.00001690939,0.0003856427,0.0009882841,0.0001662716,0.000001431561,0.001031906,0.5337253,0.4200245,0.007158043,0.004841357,0.03161331],"study_design_scores_gemma":[0.0001075333,0.0000101193,0.0002315794,0.00007947176,0.00002031781,0.000003741079,0.00006938756,0.9954886,0.001158947,0.00004664396,0.00270009,0.00008350212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00232944,0.0007843689,0.9953638,0.00006946797,0.00034857,0.0002652298,0.00001969136,0.0005152164,0.0003042141],"genre_scores_gemma":[0.9799642,0.0001596915,0.0189556,0.000009689887,0.00005128428,0.000006898275,0.0005365247,0.00002344124,0.0002926817],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9776347,"threshold_uncertainty_score":0.2675262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065826920864471,"score_gpt":0.2033362960103294,"score_spread":0.1926780268016847,"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."}}