{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002291817,0.0005550152,0.0005464853,0.001785841,0.0006180088,0.0008174902,0.0008421607,0.0005349775,0.002057448],"category_scores_gemma":[0.00719911,0.0004065555,0.0008706897,0.000839738,0.0002742179,0.0007354214,0.001100988,0.0009100951,0.000580698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007723653,"about_ca_system_score_gemma":0.001276915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336688,"about_ca_topic_score_gemma":0.0196948,"domain_scores_codex":[0.9994025,0.0002448675,0.0000330262,0.0001128611,0.0001656847,0.00004098622],"domain_scores_gemma":[0.998095,0.00111992,0.0002416985,0.0001713195,0.0002862491,0.00008591037],"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":[0.0004236437,0.000292167,0.04723286,0.0001643009,0.0003493141,0.0003574078,0.0005075108,0.4107682,0.01792881,0.02155923,0.00640644,0.4940101],"study_design_scores_gemma":[0.00002983073,0.00003046557,0.01488504,0.00001186863,0.0000224371,0.00006529676,0.00003120539,0.9719806,0.001438615,0.01017372,0.001298108,0.00003271332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1614756,0.0001379472,0.8332108,0.0002027625,0.00001932179,0.00009954828,0.001311054,0.001803683,0.001739248],"genre_scores_gemma":[0.4783619,0.0001293317,0.5147399,0.00005725785,0.00004383715,0.0001638449,0.004429052,0.0004527599,0.001622076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01336688,"threshold_uncertainty_score":0.02657813,"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."}}