{"id":"W2774235005","doi":"10.1051/0004-6361/201731606","title":"The XXL Survey","year":2017,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Jet Propulsion Laboratory; Institut national des sciences de l'Univers; Max-Planck-Institut für Astronomie; Centre National de la Recherche Scientifique; National Aeronautics and Space Administration; California Institute of Technology; Agence Nationale de la Recherche; Instituto de Astrofísica de Andalucía","keywords":"Astrophysics; Redshift; Cluster (spacecraft); Physics; Context (archaeology); Flux (metallurgy); Galaxy cluster; Galaxy; Cluster sampling; Sample (material); Chemistry; Population; Geography; Computer science; Thermodynamics","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":[0.001297338,0.000474209,0.0003281522,0.00252549,0.0006805638,0.001309593,0.001049458,0.0004117026,0.05496622],"category_scores_gemma":[0.002184393,0.0002365423,0.0002382719,0.003368426,0.000218463,0.001172844,0.002501737,0.0004984608,0.03616142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260567,"about_ca_system_score_gemma":0.001752842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01535394,"about_ca_topic_score_gemma":0.01577889,"domain_scores_codex":[0.9988893,0.000197801,0.00007274208,0.0002961398,0.0003529508,0.0001910861],"domain_scores_gemma":[0.9978072,0.0002152722,0.0004757541,0.0003615112,0.0007633387,0.0003769687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002592388,0.00007893703,0.1052434,0.0008009013,0.00005544188,0.0002166966,0.000714318,0.0002136966,0.001679148,0.01160831,0.7691481,0.1099819],"study_design_scores_gemma":[0.00003502828,0.00004335745,0.1301501,0.0001164218,0.00001146037,0.0001786936,0.0003208638,0.0002174994,0.0004154946,0.0005432662,0.8679537,0.0000140466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.06777269,0.001579652,0.004564213,0.003812688,0.0005096635,0.0005321479,0.7863408,0.001930541,0.1329575],"genre_scores_gemma":[0.09162308,0.001877912,0.007326871,0.003118091,0.0004788239,0.001500797,0.7591993,0.0005366615,0.1343385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05496622,"threshold_uncertainty_score":0.1838803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037467362556679,"score_gpt":0.2149202586822347,"score_spread":0.2045455850566679,"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."}}