{"id":"W4417474333","doi":"10.1051/0004-6361/202555402","title":"<i>Euclid</i> preparation","year":2025,"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":"Perimeter Institute; University of Waterloo","funders":"Fundação para a Ciência e a Tecnologia; Norsk Romsenter; Agenția Spațială Română; Agenzia Spaziale Italiana; Magyar Tudományos Akadémia; Ministero dell’Istruzione, dell’Università e della Ricerca; National Astronomical Observatory of Japan; European Commission; European Space Agency; National Aeronautics and Space Administration","keywords":"Redshift; Galaxy; Correlation function (quantum field theory); Redshift survey; Redshift-space distortions; Measure (data warehouse); Galaxy formation and evolution","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":[0.00213877,0.00124224,0.0008546249,0.003775901,0.000731874,0.002529414,0.002447719,0.0006706966,0.2411548],"category_scores_gemma":[0.0142141,0.000449583,0.0008506022,0.005545308,0.0005999146,0.001330216,0.002682269,0.001057148,0.1689599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100624,"about_ca_system_score_gemma":0.00252729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436506,"about_ca_topic_score_gemma":0.01194518,"domain_scores_codex":[0.9980996,0.0003981622,0.0002505984,0.0003991385,0.0006948172,0.0001576085],"domain_scores_gemma":[0.9911442,0.0008701779,0.0006849837,0.003101499,0.003586196,0.0006129087],"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":[0.0001440295,0.000008365802,0.0006674231,0.0002508317,0.00001589634,0.00008767792,0.00004690407,0.0002980451,0.0003447903,0.007887361,0.971322,0.01892667],"study_design_scores_gemma":[0.00002730279,0.00001780406,0.00326338,0.0001050806,0.000005363564,0.0001525454,0.00003082773,0.0002672801,0.0006720302,0.002046515,0.9933915,0.0000204115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003646326,0.002327573,0.01793182,0.00419759,0.01016988,0.0006076602,0.7857828,0.008210923,0.1671254],"genre_scores_gemma":[0.02977231,0.002109976,0.02505333,0.001781469,0.002246525,0.0009742201,0.8464363,0.005888706,0.08573727],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2411548,"threshold_uncertainty_score":0.8067433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004083932510922308,"score_gpt":0.2072002185573689,"score_spread":0.2031162860464466,"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."}}