{"id":"W2122859586","doi":"10.1063/1.2149789","title":"A Bayesian Analysis of Extrasolar Planet Data for HD 208487","year":2005,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Markov chain Monte Carlo; Exoplanet; Bayesian probability; Radial velocity; Planet; Orbit (dynamics); Monte Carlo method; Eccentricity (behavior); Markov chain","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":[0.001701766,0.0002088727,0.0003443366,0.001468778,0.0005525231,0.000578715,0.0004396382,0.0004578204,0.001619884],"category_scores_gemma":[0.005078529,0.0003332683,0.0006760674,0.0008029879,0.0002577178,0.0003820859,0.0007515595,0.0005522051,0.0004235041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006791374,"about_ca_system_score_gemma":0.0008142534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071735,"about_ca_topic_score_gemma":0.01753404,"domain_scores_codex":[0.999356,0.0001912875,0.00003405108,0.0001276315,0.0002309592,0.00006009654],"domain_scores_gemma":[0.9982024,0.0007374921,0.0002916497,0.0002971256,0.0003712968,0.00009997246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001587678,0.0005109332,0.5107898,0.0002033829,0.0008101899,0.001312766,0.001025596,0.1667173,0.07228905,0.01333108,0.006636193,0.2247861],"study_design_scores_gemma":[0.0002061689,0.0001800444,0.5783285,0.00003612728,0.0002057274,0.0005140594,0.0001918152,0.4003702,0.007977086,0.006836887,0.005025822,0.0001275941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770329,0.00008142343,0.01978327,0.0001483048,0.000006597175,0.00002132092,0.001028179,0.0003488342,0.001549149],"genre_scores_gemma":[0.984821,0.00004821406,0.01157134,0.00002982694,0.00001220726,0.00002452919,0.002952961,0.00008933691,0.0004504401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01071735,"threshold_uncertainty_score":0.02130997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03456659156766266,"score_gpt":0.2685002371596341,"score_spread":0.2339336455919714,"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."}}