{"id":"W2232566063","doi":"","title":"Gaia radial velocities: first comparisons with ground values","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stars; Radial velocity; Physics; Stability (learning theory); Star (game theory); Dispersion (optics); Gaussian; Astrophysics; Astronomy; Geodesy; Geology; Computer science; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001411909,0.0006416909,0.0004754331,0.003318449,0.0004397683,0.001429649,0.0007280837,0.0004210518,0.002081136],"category_scores_gemma":[0.002484753,0.0002444343,0.000549126,0.002150912,0.0002350415,0.0007698859,0.001178473,0.0006322429,0.004085708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236311,"about_ca_system_score_gemma":0.0005001106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234164,"about_ca_topic_score_gemma":0.01145755,"domain_scores_codex":[0.9990308,0.0001106472,0.00004588426,0.000334934,0.0003015132,0.0001762132],"domain_scores_gemma":[0.9982133,0.0001101956,0.0001721908,0.0004888176,0.0008247031,0.0001908575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001998709,0.0004006821,0.5581698,0.0005598926,0.0004867452,0.0004724422,0.001396969,0.007195518,0.02784917,0.00633915,0.07691021,0.3182208],"study_design_scores_gemma":[0.00009610932,0.0005452944,0.8297043,0.0001360265,0.0001425814,0.0004577731,0.000320687,0.006472604,0.01323858,0.001299432,0.1475137,0.00007290785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7834309,0.005363495,0.03137664,0.0006119353,0.0006208524,0.0003487311,0.07218096,0.008557659,0.0975089],"genre_scores_gemma":[0.8645027,0.0009273808,0.04036905,0.0001938375,0.0002231295,0.000153745,0.08122526,0.00191402,0.01049088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01234164,"threshold_uncertainty_score":0.02453965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126000158616434,"score_gpt":0.2537842357247937,"score_spread":0.2325242341386294,"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."}}