{"id":"W2856021668","doi":"10.1051/0004-6361/201832989","title":"The XXL Survey","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Institut national des sciences de l'Univers; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; National Aeronautics and Space Administration","keywords":"Astrophysics; Physics; Redshift; Galaxy cluster; Astronomy; Photometric redshift; Galaxy; Luminosity function; Brightest cluster galaxy; Cluster (spacecraft); Galaxy formation and evolution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007582526,0.0006776946,0.0005377826,0.003347708,0.0008859721,0.001782815,0.0009210062,0.0005344893,0.2529163],"category_scores_gemma":[0.002147302,0.0002543273,0.0003250408,0.005060421,0.0002035678,0.00111141,0.001546358,0.0007143639,0.1824517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176225,"about_ca_system_score_gemma":0.002371056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03386692,"about_ca_topic_score_gemma":0.03910099,"domain_scores_codex":[0.9991381,0.0001018277,0.00005926571,0.0002205056,0.0003186946,0.0001615216],"domain_scores_gemma":[0.9987679,0.0001141068,0.0001762551,0.0001684438,0.000577059,0.0001961705],"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":[0.00009156006,0.00004191993,0.02541714,0.0005010221,0.00003056731,0.0001217693,0.000238494,0.0001197117,0.0004907163,0.006150409,0.8655376,0.101259],"study_design_scores_gemma":[0.00001540059,0.00001362054,0.03365312,0.0001033045,0.000008984283,0.0001088285,0.0002106436,0.0001086615,0.000127422,0.0005529806,0.9650886,0.000008324658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01679236,0.003116893,0.002292626,0.002354776,0.000718658,0.0003270771,0.6895601,0.002342081,0.2824954],"genre_scores_gemma":[0.03623964,0.002644217,0.002773791,0.00129877,0.0004288522,0.0004077347,0.5877132,0.0007823783,0.3677114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2529163,"threshold_uncertainty_score":0.8460892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007994380615330603,"score_gpt":0.2037181616677892,"score_spread":0.1957237810524586,"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."}}