{"id":"W3183358109","doi":"10.1051/0004-6361/202141061","title":"<i>Euclid</i>preparation","year":2021,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Staatssekretariat für Bildung, Forschung und Innovation; Norsk Romsenter; Horizon 2020 Framework Programme; Agenția Spațială Română; European Space Agency; Agenzia Spaziale Italiana; Ministero dell’Istruzione, dell’Università e della Ricerca; Generalitat de Catalunya; European Commission; National Aeronautics and Space Administration; Ministerio de Ciencia, Innovación y Universidades; Fundação para a Ciência e a Tecnologia; Dipartimenti di Eccellenza; UK Research and Innovation","keywords":"Physics; Redshift; Galaxy; Astrophysics; Weak gravitational lensing; Photometric redshift; Spurious relationship; Redshift survey; Cosmology; Astronomy; Statistics","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":[0.002427131,0.001473772,0.001168775,0.002173411,0.0009657494,0.003727935,0.003133697,0.001230213,0.2542804],"category_scores_gemma":[0.009805455,0.0005874126,0.001224015,0.004112709,0.0008364796,0.002127405,0.002861565,0.00186435,0.2504795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104915,"about_ca_system_score_gemma":0.00239438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213608,"about_ca_topic_score_gemma":0.008729137,"domain_scores_codex":[0.9977943,0.0005782711,0.0001550655,0.000406742,0.0008809773,0.0001846185],"domain_scores_gemma":[0.9949232,0.000543663,0.0003500766,0.001850757,0.001855913,0.0004764283],"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":[0.0001081986,0.000009318017,0.0003227538,0.0001391527,0.00001416761,0.00007686786,0.00002798995,0.0009943044,0.00041639,0.01562901,0.9603308,0.02193111],"study_design_scores_gemma":[0.00003344819,0.00001796155,0.000629375,0.00008216982,0.000004014351,0.0001246162,0.00002102006,0.001366325,0.0009041996,0.004521904,0.9922706,0.00002421425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003397153,0.002993077,0.07630633,0.00820113,0.01118269,0.0007080561,0.3706089,0.03968537,0.4869173],"genre_scores_gemma":[0.04388061,0.00398778,0.1036264,0.003827626,0.002444408,0.001502061,0.6236579,0.0271141,0.1899592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2542804,"threshold_uncertainty_score":0.8506528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005580164922947867,"score_gpt":0.2030559171117691,"score_spread":0.1974757521888213,"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."}}