{"id":"W3086995371","doi":"10.1051/0004-6361/202039376","title":"Strongly lensed candidates from the HSC transient survey","year":2021,"lang":"en","type":"preprint","venue":"Astronomy and Astrophysics","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Japan Society for the Promotion of Science; Smithsonian Astrophysical Observatory; University of Edinburgh; Max-Planck-Institut für Astronomie; National Astronomical Observatory of Japan; Max-Planck-Gesellschaft; Eötvös Loránd Tudományegyetem; Academia Sinica; Ministry of Education, Culture, Sports, Science and Technology; Queen's University; Cabinet Office, Government of Japan; Science Mission Directorate; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Space Telescope Science Institute; Toray Science Foundation; High Energy Accelerator Research Organization; University of Tokyo; Los Alamos National Laboratory; Johns Hopkins University; Princeton University; National Central University; Gordon and Betty Moore Foundation; Queen's University Belfast; National Aeronautics and Space Administration; Durham University; Japan Science and Technology Agency; Smithsonian Institution; National Science Foundation","keywords":"Quasar; Lens (geology); Physics; Brightness; Astrophysics; Surface brightness; Galaxy; Computer science; Astronomy; Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004098077,0.000288216,0.0002976845,0.00210067,0.0005136475,0.0007034484,0.0003644832,0.0001741475,0.002320932],"category_scores_gemma":[0.0007680876,0.0001627065,0.0003176538,0.00179642,0.0001968214,0.0001866795,0.0009050281,0.0001611904,0.0003961203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998484,"about_ca_system_score_gemma":0.0003212714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005108599,"about_ca_topic_score_gemma":0.01371908,"domain_scores_codex":[0.9997148,0.00002562377,0.00001829708,0.00006474481,0.00007470141,0.0001016915],"domain_scores_gemma":[0.9991709,0.00009460481,0.0002413622,0.00011714,0.00008644586,0.000289586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002414034,0.00003701703,0.9579318,0.00004234878,0.0000859725,0.001229375,0.0003684231,0.0005796056,0.01564602,0.0004718717,0.001289211,0.02207689],"study_design_scores_gemma":[0.00001282619,0.0000709759,0.9907535,0.000007797145,0.00006459712,0.0007757494,0.0002626368,0.002120403,0.00300583,0.000144312,0.00276915,0.00001214178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973515,0.000125236,0.0008392131,0.00001913087,0.000003954805,0.00001201631,0.0005870035,0.00008341229,0.0009784703],"genre_scores_gemma":[0.9957759,0.00006657633,0.001172582,0.00002029058,0.0000123534,0.000007971666,0.002531545,0.00002252737,0.0003902979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005108599,"threshold_uncertainty_score":0.0101577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977218582912406,"score_gpt":0.2556074294958591,"score_spread":0.235835243666735,"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."}}