{"id":"W1978332318","doi":"10.1111/j.1365-2966.2007.12361.x","title":"A Bayesian periodogram finds evidence for three planets in HD 11964","year":2007,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Planet; Markov chain Monte Carlo; Parallel tempering; Periodogram; Monte Carlo method; Radial velocity; Bayesian probability; Kepler","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":[0.001601485,0.0002729784,0.0003399622,0.002424226,0.0004866454,0.0008953511,0.0004231954,0.0008195727,0.003989185],"category_scores_gemma":[0.005251642,0.0004136582,0.0007680323,0.001403263,0.0004506707,0.0008233214,0.0007591702,0.0005756491,0.0006729702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005611671,"about_ca_system_score_gemma":0.000328162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004150375,"about_ca_topic_score_gemma":0.004607973,"domain_scores_codex":[0.9995642,0.00009914392,0.00002827915,0.0001669816,0.00009748385,0.00004391985],"domain_scores_gemma":[0.9979793,0.0009255034,0.0004908956,0.0001870861,0.0002139576,0.0002033526],"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":[0.001626384,0.0001151238,0.8714873,0.000174777,0.0004471249,0.0005997079,0.0005337166,0.01965908,0.04303666,0.003045112,0.003523377,0.05575158],"study_design_scores_gemma":[0.0001265543,0.0001614847,0.8891681,0.00003767495,0.0001865134,0.001136006,0.000273161,0.09750368,0.003131539,0.005346952,0.002847624,0.00008068896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851344,0.0001651839,0.009335584,0.0001216931,0.00001358777,0.00002351267,0.001707749,0.0003003967,0.003197897],"genre_scores_gemma":[0.9925113,0.00005145226,0.005238605,0.00002196743,0.00001231277,0.00001070847,0.001853613,0.00005272705,0.0002472876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004150375,"threshold_uncertainty_score":0.01334518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019947572259723,"score_gpt":0.2489927368655807,"score_spread":0.2287932611429834,"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."}}