{"id":"W4405055214","doi":"10.1051/0004-6361/202451611","title":"<i>Euclid</i> preparation","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Perimeter Institute; University of Waterloo","funders":"Fundação para a Ciência e a Tecnologia; Norsk Romsenter; Agenția Spațială Română; RWTH Aachen University; National Astronomical Observatory of Japan; Agenzia Spaziale Italiana; Magyar Tudományos Akadémia; Institut National de Physique Nucléaire et de Physique des Particules; National Aeronautics and Space Administration; European Space Agency; Deutsche Forschungsgemeinschaft","keywords":"Physics; Astrophysics; Dark matter; Sensitivity (control systems); Particle (ecology); 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":[0.002910571,0.001255131,0.0007551966,0.001790885,0.0008291577,0.00349383,0.002147153,0.000861785,0.1495457],"category_scores_gemma":[0.009851247,0.000420568,0.001043035,0.002277233,0.0006597891,0.001921039,0.002613008,0.001612859,0.124484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094961,"about_ca_system_score_gemma":0.001803515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008429892,"about_ca_topic_score_gemma":0.007365515,"domain_scores_codex":[0.9985545,0.0003818268,0.00009398441,0.0002985053,0.0005502896,0.0001208138],"domain_scores_gemma":[0.9940464,0.0006142419,0.0004123588,0.0019388,0.002262606,0.0007255034],"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":[0.0002111046,0.0000137979,0.0007906883,0.0001487338,0.00002618608,0.0001253377,0.00005250782,0.002292221,0.0006630901,0.02804151,0.9308926,0.03674214],"study_design_scores_gemma":[0.0000392226,0.00003601665,0.001559282,0.0001192565,0.000006764895,0.0001568334,0.00002903949,0.00290768,0.001316054,0.009033121,0.9847612,0.00003558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.007528681,0.005079786,0.09334095,0.01710894,0.02093091,0.0007974165,0.3142181,0.03238005,0.5086152],"genre_scores_gemma":[0.09073278,0.004312004,0.1202417,0.005106718,0.005150178,0.001221693,0.4943667,0.01753421,0.2613341],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1495457,"threshold_uncertainty_score":0.5002803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00527363574594938,"score_gpt":0.2203110979186216,"score_spread":0.2150374621726722,"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."}}