{"id":"W4403597069","doi":"10.1051/0004-6361/202450996","title":"<i>Euclid</i>","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Saint Mary's University; Perimeter Institute; University of Waterloo","funders":"","keywords":"Physics; Cosmology; Dark energy; Redshift; Weak gravitational lensing; Gravitational lens; Sky; Astronomy; Planck; Galaxy; Astrophysics; Dark matter; Remote sensing; Geography","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":[0.002297098,0.001287666,0.0005744056,0.001444441,0.0008858652,0.004101894,0.00215149,0.001310646,0.03893716],"category_scores_gemma":[0.002745709,0.0006306848,0.0006110994,0.001805796,0.001036013,0.003035534,0.002873267,0.00145851,0.06276903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772385,"about_ca_system_score_gemma":0.002112067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007367691,"about_ca_topic_score_gemma":0.006596125,"domain_scores_codex":[0.9971096,0.0005585276,0.0002238948,0.000559041,0.001258352,0.0002906719],"domain_scores_gemma":[0.997563,0.0001599386,0.0002462252,0.0007663814,0.0009822942,0.0002820761],"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":[0.0001789471,0.00003677432,0.001509363,0.0003630404,0.00002804545,0.0001708392,0.0001571813,0.00239711,0.007814346,0.148238,0.6000888,0.2390176],"study_design_scores_gemma":[0.000005256905,0.00002400081,0.0004824937,0.00007068089,0.000002497422,0.0001147601,0.00002041276,0.0009319776,0.002985272,0.003521943,0.9918147,0.0000258963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005118529,0.006421831,0.2988479,0.00538769,0.003808259,0.0005180882,0.01667325,0.02473641,0.6384881],"genre_scores_gemma":[0.05399083,0.006495594,0.565917,0.005877927,0.001393728,0.001088405,0.06495339,0.01426527,0.2860179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03893716,"threshold_uncertainty_score":0.1302577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008256046253470458,"score_gpt":0.2515640690925152,"score_spread":0.2433080228390447,"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."}}