{"id":"W2620877225","doi":"10.23919/eucap.2017.7928332","title":"Antennas at MDA: Innovation through cross-pollination","year":2017,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Throughput; Communications satellite; Computer science; Satellite; Telecommunications; Electronic engineering; Electrical engineering; Engineering; Aerospace engineering; Wireless","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":[0.0001794823,0.00008183588,0.00008795845,0.00004967759,0.0002929349,0.000187757,0.0003627089,0.0000702273,0.0001276996],"category_scores_gemma":[0.00008563683,0.00008004551,0.00001987188,0.0001106758,0.00004725991,0.0005751444,0.00008801908,0.00006535175,0.000490444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093223,"about_ca_system_score_gemma":0.000004959648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004166217,"about_ca_topic_score_gemma":0.00003459072,"domain_scores_codex":[0.9994167,0.00001077157,0.0002503368,0.00009331464,0.0001156617,0.000113229],"domain_scores_gemma":[0.9987338,0.00002615409,0.00008200416,0.0009841514,0.0001609522,0.00001293488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004073963,0.0001001109,0.3682735,0.0004276824,0.0002426627,0.000008636135,0.00516691,0.00308184,0.2380938,0.2890778,0.01495278,0.08053353],"study_design_scores_gemma":[0.0008997068,0.00001662388,0.3845381,0.00006379879,0.000006409176,0.00001530567,0.00009636419,0.03081798,0.09604715,0.00260125,0.4844149,0.0004824653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6338668,0.0006971112,0.01440017,0.0003284535,0.0008951687,0.0002196384,0.000005213195,0.0006591239,0.3489284],"genre_scores_gemma":[0.9926435,0.0002188878,0.00124008,0.00004450721,0.00007902484,0.00001572212,0.0000232878,0.00002106836,0.00571393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4694621,"threshold_uncertainty_score":0.6303829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08276843240164362,"score_gpt":0.3435677324185079,"score_spread":0.2607993000168643,"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."}}