{"id":"W3103623743","doi":"","title":"A Bayesian Periodogram Finds Evidence for Three Planets in HD 11964","year":2009,"lang":"en","type":"article","venue":"","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Planet; Astrophysics; Markov chain Monte Carlo; Parallel tempering; Monte Carlo method; Radial velocity; Periodogram; Orbit (dynamics); Astronomy; Algorithm; Statistics; Stars; Hybrid Monte Carlo; 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":[0.001306499,0.0001953509,0.0002570214,0.001971748,0.0003664368,0.0006842291,0.0003747565,0.0006339566,0.002515053],"category_scores_gemma":[0.005483907,0.0003016603,0.0005303621,0.001100418,0.0004730348,0.0006217598,0.000534323,0.0003782609,0.000379143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004144625,"about_ca_system_score_gemma":0.0002895404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911601,"about_ca_topic_score_gemma":0.00314812,"domain_scores_codex":[0.9996827,0.00008445518,0.00002223207,0.0001056098,0.00007260945,0.00003244454],"domain_scores_gemma":[0.997747,0.001247837,0.0004730474,0.000186725,0.0001824425,0.0001629579],"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":[0.002077127,0.0001241298,0.8305332,0.0001582633,0.0003477665,0.0006451691,0.0004112215,0.03706709,0.05093499,0.003867603,0.002216579,0.07161693],"study_design_scores_gemma":[0.0001578124,0.0002082365,0.7971838,0.0000296646,0.0001711736,0.001331999,0.0001916478,0.1868251,0.005521724,0.006445148,0.001851471,0.00008216391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882867,0.00008109306,0.00898924,0.00006875639,0.000006421988,0.00001237696,0.0007649259,0.0002163661,0.001573997],"genre_scores_gemma":[0.9937739,0.00002741793,0.004989202,0.000009640912,0.00000682783,0.000006209925,0.001013804,0.00002642156,0.0001465545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002911601,"threshold_uncertainty_score":0.008413672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686125219293323,"score_gpt":0.2861851669873814,"score_spread":0.2493239147944482,"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."}}