{"id":"W2592010818","doi":"10.1051/0004-6361/201526831","title":"The XXL Survey","year":2016,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Institut national des sciences de l'Univers; Science and Technology Facilities Council; Centre National de la Recherche Scientifique; National Aeronautics and Space Administration; California Institute of Technology; Jet Propulsion Laboratory","keywords":"Astrophysics; Stars; Physics; Galaxy; Intracluster medium; Cluster (spacecraft); Galaxy cluster; Gravitation; Astronomy; Computer science","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":[0.0006320866,0.0006239435,0.0003753058,0.002864258,0.0007578842,0.001179899,0.0006825618,0.0004309688,0.1019046],"category_scores_gemma":[0.001389068,0.0001865811,0.0002719795,0.004319183,0.0001686177,0.0008380102,0.001385213,0.0004630322,0.09596028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006835747,"about_ca_system_score_gemma":0.001348323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01576481,"about_ca_topic_score_gemma":0.02296518,"domain_scores_codex":[0.9993069,0.00008389101,0.00004727743,0.0001438634,0.0002211925,0.0001968438],"domain_scores_gemma":[0.9987687,0.00008409015,0.0003453758,0.00009993155,0.0004331355,0.0002686917],"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":[0.0001523348,0.00008260087,0.1426869,0.0007326701,0.00004485453,0.0001494945,0.0005267285,0.00008421742,0.001394521,0.003619657,0.7612875,0.08923856],"study_design_scores_gemma":[0.00002793792,0.00005513391,0.2609897,0.0001594338,0.00001746361,0.0002075308,0.0007874367,0.0001027151,0.0003517699,0.0003557461,0.7369331,0.00001207946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07062276,0.002342896,0.001023668,0.002692444,0.0004878237,0.0003170955,0.7671746,0.001195293,0.1541434],"genre_scores_gemma":[0.09886081,0.002764916,0.001536094,0.00232757,0.0005041573,0.0007223692,0.6287841,0.000261269,0.2642386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1019046,"threshold_uncertainty_score":0.3409048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007292630900901956,"score_gpt":0.1934209436857545,"score_spread":0.1861283127848525,"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."}}