{"id":"W3123162910","doi":"","title":"Bayesian analysis of weak gravitational lensing and Sunyaev-Zel'dovich data for six galaxy clusters","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Astrophysics; Gravitational lens; Sunyaev–Zel'dovich effect; Galaxy cluster; Weak gravitational lensing; Cluster (spacecraft); South Pole Telescope; Strong gravitational lensing; Redshift; Galaxy; Astronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267407,0.000184684,0.0003519253,0.0004554729,0.0004266071,0.00003952191,0.0003258675,0.00004862505,0.0001412702],"category_scores_gemma":[0.00001285531,0.0002204323,0.0001605247,0.0008761441,0.0001421886,0.003292275,0.0002641226,0.00008227352,0.000005212709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073436,"about_ca_system_score_gemma":0.0001135841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005018282,"about_ca_topic_score_gemma":0.0004260874,"domain_scores_codex":[0.9988104,0.000068398,0.0002311355,0.0003080998,0.0002362959,0.0003457447],"domain_scores_gemma":[0.9988037,0.0001833839,0.0002516195,0.0004928531,0.0001354969,0.0001329463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008596368,0.00009559523,0.9465382,0.00002870389,0.0007433443,1.646449e-8,0.0008987666,0.0001670303,0.00002387403,0.04985094,0.001526614,0.00004095766],"study_design_scores_gemma":[0.0009789412,0.00002722898,0.9648286,0.00001104,0.0009354606,6.433989e-7,0.005490485,0.02626819,0.000007787946,0.0003787671,0.0008452597,0.0002276022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821982,0.00003494581,0.01326836,0.0001714521,0.0001308838,0.000316616,0.003096136,0.00001801294,0.0007653692],"genre_scores_gemma":[0.9927948,0.00000281323,0.002613863,0.000004815545,0.00009086268,0.000001233785,0.002808969,0.00001457205,0.001668067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04947218,"threshold_uncertainty_score":0.8988966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123966135214146,"score_gpt":0.21577647041589,"score_spread":0.2033798568944754,"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."}}