{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006516727,0.0005157446,0.0003163962,0.0004486121,0.0003316863,0.0006312257,0.0005425768,0.0004646064,0.001460923],"category_scores_gemma":[0.001371359,0.0002050718,0.0002882927,0.0005000243,0.0003063061,0.0009876456,0.000542648,0.0005555167,0.0005370739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026978,"about_ca_system_score_gemma":0.0007812708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004073081,"about_ca_topic_score_gemma":0.004210047,"domain_scores_codex":[0.9993767,0.0001359107,0.00003228247,0.0001481774,0.0002624896,0.00004453851],"domain_scores_gemma":[0.9994,0.00009715565,0.00006296791,0.00009316613,0.0003290563,0.00001762236],"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":[0.0002830011,0.0001685427,0.004110123,0.0001132764,0.00007767271,0.0001017326,0.0002543545,0.2456907,0.1038115,0.01717211,0.002025536,0.6261915],"study_design_scores_gemma":[0.00003023572,0.0002490511,0.001597055,0.00001131875,0.00003631437,0.0001061482,0.00002076539,0.9725203,0.01949546,0.001806096,0.004103338,0.00002391181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02661704,0.000145576,0.9701784,0.00006828909,0.00005110452,0.00003402711,0.00002139646,0.0006209149,0.002263221],"genre_scores_gemma":[0.6465443,0.0002603233,0.3467798,0.00007708614,0.00005001922,0.00007168321,0.0001645934,0.00008273568,0.005969435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004073081,"threshold_uncertainty_score":0.008098722,"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."}}