{"id":"W4360825581","doi":"10.1051/0004-6361/202244898","title":"The XXL Survey","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Science and Technology Facilities Council","keywords":"Astrophysics; Physics; Galaxy cluster; Cluster (spacecraft); Redshift; Active galactic nucleus; Galaxy; Cosmology; Astronomy","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":[0.001011445,0.0005488435,0.0003214865,0.002829878,0.000649631,0.001324829,0.0008970384,0.0004138688,0.04065492],"category_scores_gemma":[0.002124962,0.0002269934,0.0002595289,0.002853012,0.0001842039,0.001011556,0.002096819,0.0004497667,0.02850576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001825,"about_ca_system_score_gemma":0.001238773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01734914,"about_ca_topic_score_gemma":0.01892288,"domain_scores_codex":[0.9990766,0.0001400499,0.00005583154,0.0002576867,0.0003060555,0.0001636802],"domain_scores_gemma":[0.9978138,0.0001826787,0.0005502864,0.0003086768,0.0007604066,0.0003841628],"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":[0.0003032254,0.00007903962,0.2441764,0.0006439129,0.00009028485,0.0003119988,0.0005804658,0.0003736367,0.002074599,0.006707439,0.6334862,0.1111727],"study_design_scores_gemma":[0.00005055681,0.00005573981,0.233812,0.0001328741,0.00002883553,0.0003645186,0.0004431625,0.0006646768,0.0008809594,0.0006205398,0.7629259,0.00002029334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1390744,0.001969161,0.005680978,0.002989058,0.0004183547,0.0003957955,0.7118704,0.003642413,0.1339595],"genre_scores_gemma":[0.1811375,0.001489309,0.00904567,0.002359662,0.0004861954,0.0006525836,0.7093934,0.0006725923,0.09476307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04065492,"threshold_uncertainty_score":0.1360043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009809915093255933,"score_gpt":0.2071869390807473,"score_spread":0.1973770239874914,"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."}}