{"id":"W4402473238","doi":"10.1051/0004-6361/202451230","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Perimeter Institute; University of Waterloo","funders":"National Astronomical Observatory of Japan; Norsk Romsenter; Agenția Spațială Română; Istituto Nazionale di Astrofisica; European Space Agency; Agenzia Spaziale Italiana; Fundação para a Ciência e a Tecnologia; Magyar Tudományos Akadémia; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission; National Aeronautics and Space Administration; Deutsche Forschungsgemeinschaft","keywords":"Physics; Astrophysics; Lambda; Halo; Cosmology; Calibration; Astronomy; Galaxy; Optics","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":[0.001984732,0.001182806,0.001000774,0.001494955,0.0007967933,0.002827174,0.002427682,0.0008630604,0.1460294],"category_scores_gemma":[0.006917445,0.0003994386,0.001051488,0.002510655,0.0006299636,0.001754762,0.002721629,0.001674513,0.1357377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727944,"about_ca_system_score_gemma":0.00163865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130515,"about_ca_topic_score_gemma":0.01001553,"domain_scores_codex":[0.9984711,0.0003987566,0.00008992046,0.0002928719,0.0006084784,0.0001389572],"domain_scores_gemma":[0.99698,0.0003113573,0.0002095752,0.001004011,0.001104259,0.0003908359],"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":[0.000157241,0.00001226229,0.0006668817,0.0001694756,0.00002411441,0.0001095881,0.00005513918,0.002207572,0.0006218606,0.02073059,0.9518408,0.02340447],"study_design_scores_gemma":[0.00005954934,0.00003032258,0.001523848,0.000130159,0.000006867018,0.0001612997,0.0000365597,0.004197318,0.001220312,0.007632914,0.9849548,0.00004602876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008033678,0.003838218,0.0888217,0.01031209,0.0143945,0.0006914848,0.3647206,0.03997125,0.4692166],"genre_scores_gemma":[0.09333581,0.003819521,0.1483794,0.004876876,0.003245932,0.001456768,0.5672466,0.02884477,0.1487943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1460294,"threshold_uncertainty_score":0.4885172,"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."}}