{"id":"W2136555805","doi":"10.1086/432594","title":"A Bayesian Analysis of Extrasolar Planet Data for HD 73526","year":2005,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Exoplanet; Orbit (dynamics); Markov chain Monte Carlo; Radial velocity; Eccentricity (behavior); Bayesian probability; Planet; Astrophysics; Monte Carlo method; Orbital period; Stars; Astronomy; Algorithm; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002196406,0.0001535507,0.0004060155,0.00006666197,0.0002278791,0.00005296504,0.0005968791,0.00001964182,0.0003458265],"category_scores_gemma":[0.00001125976,0.00009781525,0.0001854556,0.0001932168,0.00009160576,0.0001285379,0.00009308739,0.0002382449,0.00001574047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008997555,"about_ca_system_score_gemma":0.00003493543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006432975,"about_ca_topic_score_gemma":0.000009471627,"domain_scores_codex":[0.9989053,0.00006243176,0.0003191246,0.0001830714,0.0002451499,0.0002849262],"domain_scores_gemma":[0.9987429,0.000381721,0.0002295052,0.0005052984,0.00005100587,0.00008955831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007810398,0.001162405,0.6459708,0.00002256462,0.02331312,0.000007804027,0.001404756,0.01624047,0.001826956,0.007750499,0.04477163,0.256748],"study_design_scores_gemma":[0.002273551,0.0004815922,0.8168215,0.00003316605,0.01120096,0.00002221724,0.0008834084,0.1225454,0.000375596,0.002989321,0.0417822,0.000591148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3827412,0.0007326149,0.6002981,0.002830756,0.0005866734,0.0006256762,0.00230183,0.00004035521,0.009842865],"genre_scores_gemma":[0.9924203,0.00001039824,0.005016218,0.00005214198,0.002019981,0.000002814099,0.0003816559,0.00001080888,0.00008574004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6096791,"threshold_uncertainty_score":0.398879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036063497362359,"score_gpt":0.2596838294755473,"score_spread":0.2393231945019237,"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."}}