{"id":"W6959448080","doi":"10.11575/prism/33024","title":"Improvement of Carrier Phase Tracking Based on a Joint Vector Architecture","year":2017,"lang":"en","type":"other","venue":"University of Calgary","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Carrier recovery; Tracking (education); Kalman filter; Control theory (sociology); Phase-locked loop; Phase (matter); Satellite system; Filter (signal processing); Tracking system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005210695,0.0001378677,0.0003781951,0.0001925656,0.00003408079,0.00000210589,0.0001295983,0.0001880747,0.0006400449],"category_scores_gemma":[0.0001105229,0.0001350365,0.0001633652,0.00002682835,0.000139826,0.000008198645,0.00004536198,0.0002156426,0.000003909908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003802438,"about_ca_system_score_gemma":0.0001459241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158555,"about_ca_topic_score_gemma":0.0001029969,"domain_scores_codex":[0.9993787,0.00001432794,0.00007482698,0.0001760488,0.0002394798,0.0001165532],"domain_scores_gemma":[0.9991444,0.00004320986,0.000239663,0.0004206329,0.00003837859,0.0001136941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003978695,0.00182799,0.0006332195,0.002943258,0.0008227404,0.001757656,0.0005723142,0.00004946955,0.01096212,0.0001847766,0.4488547,0.527413],"study_design_scores_gemma":[0.01733863,0.004631361,0.002284869,0.009166514,0.001150405,0.000009289862,0.00009594929,0.001275764,0.01296016,0.00001751619,0.9505281,0.0005413937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003513105,0.0004328482,0.01298989,0.0002455109,0.0002146586,0.0007452545,0.0009755519,0.0001087037,0.9807745],"genre_scores_gemma":[0.4568436,0.0001957209,0.0114305,0.0005632185,0.0004527312,0.000001019508,0.001236506,0.0003277549,0.528949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5268716,"threshold_uncertainty_score":0.7008042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592273601230598,"score_gpt":0.2394357838943182,"score_spread":0.2235130478820123,"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."}}