{"id":"W4385738014","doi":"10.5194/amt-2023-28-ac2","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; Natural Resources Canada; European Organization for the Exploitation of Meteorological Satellites","keywords":"Radio occultation; Computer science; Benchmark (surveying); Remote sensing; Environmental science; Occultation; Satellite; Orbit determination; Algorithm; Meteorology; Global Positioning System; Aerospace engineering; Physics; Geography; Geodesy","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":[0.00277018,0.0009898084,0.001034524,0.001013379,0.003115756,0.004675638,0.00350658,0.0245352,0.1407935],"category_scores_gemma":[0.02487787,0.0005624466,0.001579674,0.0008453022,0.002138276,0.003995579,0.002569749,0.02309375,0.1201813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003828304,"about_ca_system_score_gemma":0.003491593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007074064,"about_ca_topic_score_gemma":0.007738599,"domain_scores_codex":[0.9975708,0.000418919,0.0002312358,0.0005032096,0.0008594517,0.0004164134],"domain_scores_gemma":[0.9943528,0.001847895,0.0002042736,0.0004673288,0.002283385,0.0008443554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001020111,0.000003736919,0.00002686959,0.00001444051,0.00000166025,0.00005656802,0.00000895059,0.000004953788,0.0000228719,0.0004435542,0.9974272,0.001979049],"study_design_scores_gemma":[0.00001066154,0.00000689765,0.000161181,0.00004816114,0.000002742272,0.00005942781,0.00004910344,0.00002267503,0.00006783841,0.0005667857,0.9989963,0.000008306223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002768584,0.001969235,0.0002982887,0.7246842,0.2307779,0.0001330866,0.000816133,0.0004579471,0.0405864],"genre_scores_gemma":[0.002581953,0.001057061,0.0002375825,0.788244,0.06303617,0.0002128242,0.0002923876,0.0002672144,0.1440707],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1407935,"threshold_uncertainty_score":0.4710013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07615812013491102,"score_gpt":0.2784651510805581,"score_spread":0.2023070309456471,"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."}}