{"id":"W4396688142","doi":"10.1051/0004-6361/202348680","title":"<i>Euclid</i> preparation","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Staatssekretariat für Bildung, Forschung und Innovation; Institut national des sciences de l'Univers; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Institut sur la Nutrition et les Aliments Fonctionnels; Japan Science and Technology Agency; U.S. Department of Energy; Agenția Spațială Română; Cabinet Office, Government of Japan; Norsk Romsenter; National Astronomical Observatory of Japan; Toray Science Foundation; High Energy Accelerator Research Organization; Ministerio de Ciencia e Innovación; Centre National de la Recherche Scientifique; European Space Agency; Princeton University; Università degli Studi di Padova; Ministero dell’Istruzione, dell’Università e della Ricerca; California Institute of Technology; Academia Sinica; Deutsche Forschungsgemeinschaft; Jet Propulsion Laboratory; Agenzia Spaziale Italiana; National Science Foundation; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Galaxy; Weak gravitational lensing; Astronomy; Gravitational lens; Redshift","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":[0.00389091,0.00155568,0.001461715,0.003962982,0.001275846,0.00383759,0.003820872,0.0009262008,0.2746695],"category_scores_gemma":[0.01937829,0.0009461733,0.001388403,0.006684789,0.0008775481,0.001803982,0.003604509,0.001950543,0.2456375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536565,"about_ca_system_score_gemma":0.003220262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007145075,"about_ca_topic_score_gemma":0.009007122,"domain_scores_codex":[0.9969367,0.0007460876,0.0004729944,0.0006346318,0.0009204996,0.0002892025],"domain_scores_gemma":[0.9871101,0.001689574,0.0005497601,0.005981503,0.003906395,0.0007626452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003283227,0.00002103891,0.0007373171,0.0005387243,0.0000298538,0.0001787025,0.0001606697,0.0006310259,0.001866919,0.01769223,0.9472032,0.03061194],"study_design_scores_gemma":[0.00006802235,0.0000296346,0.001825431,0.0001488347,0.000009797081,0.0001660081,0.00005118599,0.0004912986,0.001975203,0.004163265,0.9910399,0.00003141554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.004090667,0.0009801832,0.0709118,0.00143683,0.003840403,0.001833315,0.788938,0.01890278,0.1090661],"genre_scores_gemma":[0.01253836,0.001114631,0.0736099,0.001220232,0.0007083601,0.003936676,0.8514541,0.01321626,0.04220134],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2746695,"threshold_uncertainty_score":0.9188609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005150592993539277,"score_gpt":0.2084189199675547,"score_spread":0.2032683269740154,"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."}}