{"id":"W3083937466","doi":"10.1051/0004-6361/202038982","title":"The XXL Survey","year":2020,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Hintze Family Charitable Foundation; Centre National d’Etudes Spatiales; Institut National de Physique Nucléaire et de Physique des Particules; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Galaxy cluster; Galaxy; Astronomy; Brightest cluster galaxy; Context (archaeology); Luminosity; Sky; Cluster (spacecraft); Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005381007,0.0004075747,0.0002164768,0.001893474,0.0003865663,0.0009925081,0.0005168951,0.0002933488,0.07150538],"category_scores_gemma":[0.0009460137,0.0001562035,0.000177294,0.002100562,0.000106271,0.0006090312,0.001004131,0.0003818463,0.03996493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007062403,"about_ca_system_score_gemma":0.0009316729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152409,"about_ca_topic_score_gemma":0.02052853,"domain_scores_codex":[0.9994913,0.00006881027,0.0000329828,0.0001411377,0.0001702061,0.00009547275],"domain_scores_gemma":[0.9990314,0.00007843108,0.0002437244,0.0001090499,0.0003432597,0.0001942175],"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":[0.0002171678,0.00009128168,0.2229749,0.0005195737,0.00005395418,0.00024818,0.0005454737,0.0001830814,0.002704648,0.006351566,0.632393,0.1337172],"study_design_scores_gemma":[0.00002858628,0.00004224544,0.2546392,0.00006945973,0.00001539167,0.0001823256,0.0003884193,0.0002178926,0.0004644461,0.0003179326,0.743626,0.000008077568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1021695,0.00150675,0.002075923,0.002168353,0.0003071554,0.0004017275,0.724085,0.001495565,0.16579],"genre_scores_gemma":[0.1210973,0.001249105,0.002728577,0.001418168,0.0002813864,0.00045553,0.6592389,0.00028114,0.21325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07150538,"threshold_uncertainty_score":0.2392094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029074992008497,"score_gpt":0.1947956552258436,"score_spread":0.1845049053057587,"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."}}