{"id":"W2782432637","doi":"10.1051/0004-6361/201732003","title":"Analysis of candidates for interacting galaxy clusters","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Brookhaven National Laboratory; Air Force Office of Scientific Research; Astrophysics Science Division; Smithsonian Astrophysical Observatory; Centre National de la Recherche Scientifique; Astrophysics Division; Consejo Nacional de Investigaciones Científicas y Técnicas; York University; National Aeronautics and Space Administration; Universidad Nacional de Córdoba; Instituto de Astrofísica de Canarias; Carnegie Mellon University; New Mexico State University; National Astronomical Observatory of Japan; University of Arizona; Office of Science; College of Engineering, Michigan State University; Goddard Space Flight Center; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Harvard University; Ohio State University; National Science Foundation; Smithsonian Institution; U.S. Department of Energy; University of Portsmouth; Vanderbilt University; Yale University","keywords":"Physics; Cluster (spacecraft); Galaxy cluster; Context (archaeology); Dark matter; Weak gravitational lensing; Galaxy; Astrophysics; Statistical physics; Computer science; Redshift","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003466681,0.0002644503,0.0002575876,0.003133163,0.0005861304,0.0004426761,0.0003280703,0.0001692296,0.00288894],"category_scores_gemma":[0.001160867,0.00006774873,0.0003248862,0.001288101,0.0001693499,0.0001839273,0.0005031382,0.0001316604,0.0004115276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878656,"about_ca_system_score_gemma":0.0003135256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844729,"about_ca_topic_score_gemma":0.004987423,"domain_scores_codex":[0.9997312,0.00004121037,0.00002153793,0.0000608822,0.00009673023,0.00004826083],"domain_scores_gemma":[0.9991805,0.0001493205,0.0002472226,0.0000773206,0.0001650288,0.000180652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001719818,0.00004945947,0.9620659,0.00008097621,0.000153699,0.00038765,0.000235064,0.001027271,0.01700154,0.001740247,0.0005600167,0.01652612],"study_design_scores_gemma":[0.000005285988,0.00005843029,0.9901523,0.000008753755,0.00009364082,0.0004952002,0.0002500944,0.003232978,0.003057583,0.0006251333,0.002012468,0.000008016365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994337,0.0003272741,0.002360325,0.00003014692,0.000005920326,0.00002995742,0.0005114996,0.00004688268,0.002350891],"genre_scores_gemma":[0.9967997,0.00005135735,0.001581192,0.000008470218,0.000005077923,0.000009512711,0.001105018,0.00000615374,0.0004335071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003133163,"threshold_uncertainty_score":0.009664476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006492876466015718,"score_gpt":0.2228855450752603,"score_spread":0.2163926686092446,"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."}}