{"id":"W2528754281","doi":"10.1051/0004-6361/201527166","title":"The Integrated Cluster Finder for the ARCHES project","year":2016,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Brookhaven National Laboratory; Centre National de la Recherche Scientifique; Ministerio de Economía y Competitividad; York University; Carnegie Mellon University; University of Arizona; Office of Science; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; College of Engineering, Michigan State University; Harvard University; Ohio State University; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Yale University; Vanderbilt University; National Science Foundation; European Commission; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; Jet Propulsion Laboratory","keywords":"Astrophysics; Galaxy cluster; Physics; Context (archaeology); Redshift; Intracluster medium; Cosmology; Cluster (spacecraft); Galaxy; Projection (relational algebra); Astronomy; Infrared; Galaxy groups and clusters; Computer science; Geography","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":[0.001533284,0.002020206,0.001211253,0.00422886,0.001786025,0.002951513,0.003164539,0.001002328,0.06673086],"category_scores_gemma":[0.004141411,0.000687898,0.001148874,0.003319162,0.0004274766,0.002654382,0.006207513,0.001592062,0.06230496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063505,"about_ca_system_score_gemma":0.002636634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01678257,"about_ca_topic_score_gemma":0.0238594,"domain_scores_codex":[0.9986888,0.0001322487,0.00006904492,0.0004588242,0.000441897,0.0002092173],"domain_scores_gemma":[0.9979318,0.0001509108,0.0001986088,0.0006902231,0.000518205,0.0005101106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00074664,0.0000665629,0.005590945,0.0003987531,0.0001949381,0.0001810312,0.0001510411,0.001464055,0.002205518,0.0130958,0.9054059,0.07049887],"study_design_scores_gemma":[0.000336998,0.00004921816,0.00983667,0.0001846231,0.0001364934,0.0003046383,0.0001593231,0.01034187,0.004802977,0.02132609,0.9524055,0.0001155463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.01968835,0.001749082,0.05856124,0.001884902,0.0008217897,0.000700425,0.7146609,0.1270232,0.07491013],"genre_scores_gemma":[0.04004257,0.0006357766,0.1200138,0.000605687,0.0003311019,0.0007366695,0.7963608,0.01365691,0.02761673],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06673086,"threshold_uncertainty_score":0.223237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134851916450551,"score_gpt":0.2162482016227517,"score_spread":0.2048996824582462,"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."}}