{"id":"W4353100358","doi":"10.18280/ts.400118","title":"Estimation of Low Rotation Frequency Based on Doppler Shift Observations","year":2023,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Doppler frequency; Doppler effect; Rotation (mathematics); Estimation; Geodesy; Remote sensing; Computer science; Geology; Physics; Artificial intelligence; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001138186,0.00008522595,0.00007957633,0.0001188028,0.00004334023,0.00001229503,0.00004958832,0.00003974242,0.0001862173],"category_scores_gemma":[0.00001368004,0.00008772563,0.00003916796,0.0003437985,0.00001082868,0.0001181736,0.000002330547,0.00005325056,0.00006555048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004503454,"about_ca_system_score_gemma":0.000009951722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001932712,"about_ca_topic_score_gemma":0.000007206561,"domain_scores_codex":[0.9993343,0.00001680702,0.0002288716,0.00008496264,0.0002171635,0.0001179036],"domain_scores_gemma":[0.9997706,0.00005883185,0.00003323177,0.00007954216,0.00003059926,0.00002718902],"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":[0.000008491123,0.00002852475,0.0005375195,0.00006766877,0.000008579877,0.000001019632,0.0002347967,0.9619997,0.03129659,0.001367161,0.0005745954,0.003875414],"study_design_scores_gemma":[0.0003226976,0.0000567936,0.07730867,0.00004941133,0.00000995105,9.788956e-8,0.00001204848,0.8966503,0.02490875,0.0005762132,0.00001999119,0.00008513917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932984,0.000003850043,0.06540868,0.0001810243,0.0001435682,0.0002474146,0.00004205794,0.0003154005,0.0006739983],"genre_scores_gemma":[0.9982402,0.000001583624,0.001080453,0.00004462203,0.00006070835,0.00003922691,0.0005082577,0.00001588886,0.000009106519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07677115,"threshold_uncertainty_score":0.3577347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025532940762358,"score_gpt":0.2281370128432051,"score_spread":0.2078816834355815,"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."}}