{"id":"W4407342260","doi":"10.1051/0004-6361/202452018","title":"<i>Euclid</i> preparation","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Perimeter Institute; University of Waterloo","funders":"Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; National Astronomical Observatory of Japan; Institut de Física d'Altes Energies; Norsk Romsenter; UK Space Agency; Agenția Spațială Română; European Space Agency; Agenzia Spaziale Italiana; Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; Magyar Tudományos Akadémia; Generalitat de Catalunya; National Aeronautics and Space Administration; Ministerio de Ciencia, Innovación y Universidades","keywords":"Physics; Astrophysics; Astronomy","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":[0.002164415,0.0009778286,0.00059665,0.001827933,0.0007897745,0.002562934,0.001680388,0.0006308221,0.1085867],"category_scores_gemma":[0.007493759,0.0004382958,0.0006576161,0.003039999,0.0007400876,0.001893776,0.003130639,0.001404067,0.08453795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605269,"about_ca_system_score_gemma":0.00169947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009281228,"about_ca_topic_score_gemma":0.00890626,"domain_scores_codex":[0.9983498,0.0003921976,0.0001120658,0.0003674003,0.0006636538,0.0001148662],"domain_scores_gemma":[0.995943,0.0004168428,0.0002734715,0.001691,0.001353018,0.0003226919],"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":[0.0001360371,0.00001295914,0.0007845714,0.0001584894,0.00001909656,0.0001108968,0.0001035327,0.002158858,0.001134566,0.06964657,0.8576133,0.06812116],"study_design_scores_gemma":[0.00001652868,0.00001767663,0.00103948,0.00006410386,0.000003331088,0.0001358974,0.00002990044,0.002587759,0.002052886,0.01110553,0.9829154,0.00003155611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.007087145,0.003767122,0.2467033,0.01090508,0.01091842,0.0004289772,0.2368636,0.03632531,0.4470011],"genre_scores_gemma":[0.09359445,0.003428172,0.2989062,0.003852904,0.002726676,0.001044737,0.3742247,0.02696112,0.195261],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1085867,"threshold_uncertainty_score":0.3632586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004973584726037499,"score_gpt":0.2461827460014725,"score_spread":0.241209161275435,"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."}}