{"id":"W4286901633","doi":"10.48550/arxiv.2110.09535","title":"Discovery of Strongly Lensed Quasars in the Ultraviolet Near Infrared Optical Northern Survey (UNIONS)","year":2021,"lang":"en","type":"preprint","venue":"Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quasar; Astrophysics; Physics; Galaxy; Redshift; Telescope; Ultraviolet; Spectrograph; Millimeter; Infrared; Astronomy; Spectral line; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001269093,0.0008060033,0.000918115,0.000644632,0.0006452088,0.000884015,0.002091815,0.0004135513,0.0003549337],"category_scores_gemma":[0.0001146341,0.0009433432,0.0007098267,0.001155404,0.0009458674,0.002231264,0.00134867,0.001775823,0.00002143636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776233,"about_ca_system_score_gemma":0.00256643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833019,"about_ca_topic_score_gemma":0.0006549637,"domain_scores_codex":[0.9948416,0.001417217,0.0006144975,0.0009365458,0.0009605154,0.001229678],"domain_scores_gemma":[0.9960325,0.001503469,0.0005405524,0.001166333,0.000417364,0.0003397517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003268509,0.0006561798,0.9641976,0.0001147643,0.0004950124,0.00003980141,0.01724836,0.007546381,0.000109433,0.008436393,0.000580576,0.0002486482],"study_design_scores_gemma":[0.001808895,0.0001271109,0.9328838,0.0001274121,0.0001831836,0.00002998479,0.05751296,0.00250235,0.00002444162,0.003645833,0.0002979801,0.0008560297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730135,0.00009439064,0.003938532,0.0002309884,0.0001269075,0.0006431814,0.002283687,0.00007821748,0.01959065],"genre_scores_gemma":[0.9922358,0.00003877699,0.001162212,0.00001816181,0.00006222362,0.00001542159,0.00544266,0.00009686821,0.0009278854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0402646,"threshold_uncertainty_score":0.9993017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008259735680081553,"score_gpt":0.2068433813399456,"score_spread":0.198583645659864,"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."}}