{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000905664,0.0003098941,0.0002606671,0.0000837588,0.000225477,0.0003606869,0.0002047787,0.00003371605,0.0006679485],"category_scores_gemma":[0.000001551649,0.0002820783,0.0001862142,0.0002661838,0.0001893914,0.0005229492,0.0001752381,0.0004738479,0.0004995652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001994689,"about_ca_system_score_gemma":0.0001056469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005505853,"about_ca_topic_score_gemma":2.483079e-7,"domain_scores_codex":[0.9983574,0.00004032568,0.0002422309,0.0005423004,0.0002113454,0.0006064133],"domain_scores_gemma":[0.9992968,0.000101901,0.00003603111,0.000263068,0.00003488474,0.0002672852],"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":[0.00000989112,0.00005921922,0.001413735,0.00000846479,0.00009751326,0.000003910404,0.00006379557,0.00003021296,0.0009104226,0.08830688,0.0007046469,0.9083913],"study_design_scores_gemma":[0.0008239534,0.0003892589,0.002572014,0.000202908,0.0001380337,0.000004797321,0.001160436,0.002481278,0.01766996,0.01496467,0.9586174,0.0009752465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08512467,0.0001547523,0.9022322,0.0003457236,0.0002292324,0.000191934,0.0000933327,0.0001625073,0.01146562],"genre_scores_gemma":[0.9747819,0.000003315746,0.02269549,0.00002281398,0.001391352,0.00004518517,0.00006725836,0.00004432057,0.0009483696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9579128,"threshold_uncertainty_score":0.9999632,"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."}}