{"id":"W4221148015","doi":"10.1051/0004-6361/202142897","title":"<i>Euclid</i>preparation","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Institut de Ciències del Cosmos; Staatssekretariat für Bildung, Forschung und Innovation; Max-Planck-Institut für Astronomie; Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; National Astronomical Observatory of Japan; Norsk Romsenter; Academy of Finland; Agenția Spațială Română; Universitat de Barcelona; European Space Agency; Agenzia Spaziale Italiana; European Regional Development Fund; European Commission; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Astronomy; Theoretical physics","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":[0.003248837,0.001890859,0.001771198,0.003054542,0.001585086,0.005372543,0.004165896,0.0009824033,0.2926433],"category_scores_gemma":[0.01645098,0.001188257,0.001689219,0.005433946,0.0008102553,0.002865453,0.003836735,0.002722656,0.3566534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163447,"about_ca_system_score_gemma":0.00280951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009664492,"about_ca_topic_score_gemma":0.01246786,"domain_scores_codex":[0.9972333,0.0005006182,0.0002596685,0.0006517204,0.00105633,0.0002982969],"domain_scores_gemma":[0.9908621,0.001076725,0.0003604949,0.003683762,0.003313425,0.0007035056],"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":[0.0001159164,0.00001058748,0.0003953759,0.000165127,0.00001665223,0.0000517525,0.00005412325,0.0004890923,0.0004332894,0.006234285,0.9806132,0.01142054],"study_design_scores_gemma":[0.0000678291,0.00001854808,0.001188386,0.000117088,0.000008554812,0.0001452632,0.00004272179,0.0009859937,0.001656392,0.006759,0.9889693,0.00004086168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00208432,0.0005567755,0.04848684,0.001095562,0.002552053,0.0005774737,0.7934085,0.04790497,0.1033335],"genre_scores_gemma":[0.00886189,0.0005335969,0.05057855,0.001006209,0.0004378623,0.001007849,0.8632113,0.0413758,0.03298697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2926433,"threshold_uncertainty_score":0.9789894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009173738370728332,"score_gpt":0.2476854567724376,"score_spread":0.2385117184017093,"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."}}