{"id":"W4414699266","doi":"10.1051/0004-6361/202556459","title":"<i>Euclid</i> preparation","year":2025,"lang":"en","type":"preprint","venue":"Astronomy and Astrophysics","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":3,"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; National Astronomical Observatory of Japan; European Commission; European Space Agency; National Aeronautics and Space Administration","keywords":"Galaxy; Milky Way; Halo; RADIUS; Dark matter; Sky; Dark matter halo; 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001081975,0.0002365189,0.0003436547,0.000186093,0.0002269502,0.001162585,0.0009472431,0.00007865797,0.00005002875],"category_scores_gemma":[0.0001340946,0.0002054405,0.0001411336,0.0002920161,0.00009205631,0.0001917835,0.003255514,0.0003143155,0.0001144657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002676976,"about_ca_system_score_gemma":0.0001358544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003878086,"about_ca_topic_score_gemma":0.000005443915,"domain_scores_codex":[0.9972708,0.0001220163,0.0005464651,0.001181842,0.0006303668,0.000248557],"domain_scores_gemma":[0.9976819,0.0002472289,0.0003349319,0.001488872,0.0001566595,0.00009048164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001590277,0.00004729236,0.0004663419,0.00001211399,0.0000333715,8.023187e-7,0.0001519498,0.009248788,0.000006657368,0.003762523,0.03678956,0.9494647],"study_design_scores_gemma":[0.0002256441,0.00005432784,0.001973457,0.00008650728,0.00005735923,4.075775e-7,0.0003406143,0.01016376,0.0001225016,0.02991602,0.9567711,0.000288352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05670556,0.00006180132,0.9285553,0.0004850251,0.001996174,0.0003083024,0.0002367329,0.00007424096,0.01157686],"genre_scores_gemma":[0.6738895,0.00001800132,0.3030921,0.000322569,0.001011007,0.0000618578,0.0005170178,0.00001825627,0.02106971],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9491764,"threshold_uncertainty_score":0.9998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05638036095760989,"score_gpt":0.350662986194873,"score_spread":0.2942826252372631,"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."}}