{"id":"W4388486934","doi":"10.1093/mnras/stad3381","title":"Characterization of <i>Herschel</i>-selected strong lens candidates through <i>HST</i> and sub-mm/mm observations","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; H2020 Marie Skłodowska-Curie Actions; Istituto Nazionale di Astrofisica; Ministerio de Ciencia e Innovación; Science and Technology Facilities Council; National Research Foundation; Ministero dell’Istruzione, dell’Università e della Ricerca; European Regional Development Fund; Data Storage Institute; Department of Science and Innovation, South Africa; European Commission; Cardiff University; Federación Española de Enfermedades Raras; Agence Nationale de la Recherche; Space Telescope Science Institute; Institut sur la Nutrition et les Aliments Fonctionnels; Neurosciences Research Foundation; Albert Ellis Institute; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Astronomy; Characterization (materials science); Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003944831,0.0003051888,0.0002591474,0.001759599,0.0003634802,0.0008797726,0.0003326097,0.000189593,0.00165066],"category_scores_gemma":[0.0006793727,0.0001683852,0.0002724433,0.0008642878,0.0002178925,0.0004030654,0.0005133345,0.0001466981,0.0006745742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005239642,"about_ca_system_score_gemma":0.0002493043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006172621,"about_ca_topic_score_gemma":0.01596493,"domain_scores_codex":[0.9997846,0.00002276595,0.00001710338,0.00005628568,0.00005542404,0.00006371803],"domain_scores_gemma":[0.9987358,0.000111255,0.000591119,0.0001223322,0.0001560391,0.0002833676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004992053,0.00001933189,0.9822071,0.0000136259,0.00003290696,0.0001167707,0.0001228383,0.0002713406,0.01251078,0.0001048234,0.0001916371,0.004358932],"study_design_scores_gemma":[0.000002401397,0.00001963561,0.9977669,0.000002361446,0.00001091422,0.00006910312,0.00008367429,0.0005612646,0.00112998,0.00002177502,0.0003289239,0.000003207328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988189,0.00009536632,0.0002538544,0.00001571026,8.946686e-7,0.000005294409,0.0002878045,0.00001976027,0.0005023157],"genre_scores_gemma":[0.9987675,0.00003821092,0.0003185633,0.00001172982,0.000003494325,0.000003105973,0.0006719598,0.00000607567,0.000179448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006172621,"threshold_uncertainty_score":0.01227337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620817129505834,"score_gpt":0.2083296502436687,"score_spread":0.1921214789486104,"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."}}