{"id":"W6910738440","doi":"10.48550/arxiv.2405.13504","title":"Euclid: Early Release Observations -- A preview of the Euclid era through a galaxy cluster magnifying lens","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Perimeter Institute; University of Waterloo; Université de Montréal; Cegep Edouard Montpetit","funders":"Science and Technology Facilities Council","keywords":"Galaxy; Dark matter; Weak gravitational lensing; Galaxy cluster; Cluster (spacecraft); Stars; Luminosity function; Lens (geology)","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":[0.0009364808,0.0004465358,0.0002081243,0.002607812,0.0003598657,0.0009348152,0.0005097499,0.0001945132,0.002089485],"category_scores_gemma":[0.0009878182,0.0002830448,0.0002412089,0.001932522,0.0001894241,0.0007569729,0.001074732,0.0004307722,0.001570029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006859757,"about_ca_system_score_gemma":0.0004902441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01279663,"about_ca_topic_score_gemma":0.03057005,"domain_scores_codex":[0.9994874,0.00004843956,0.00003518971,0.0001181866,0.0002426912,0.00006811115],"domain_scores_gemma":[0.998771,0.0001006923,0.0002992185,0.0003513803,0.0002379795,0.0002396653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009254935,0.0001815901,0.3890474,0.0005471974,0.000271729,0.0006121236,0.001485628,0.004977291,0.04214228,0.01247787,0.230822,0.3165095],"study_design_scores_gemma":[0.00003628033,0.00008420736,0.5114596,0.0001277585,0.00004291124,0.0007493656,0.0002120078,0.005603967,0.01392521,0.001345291,0.4663242,0.00008930703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3891386,0.005481786,0.08194984,0.00138823,0.0002689254,0.0005212422,0.3772071,0.02133039,0.1227139],"genre_scores_gemma":[0.3810422,0.002404133,0.2779006,0.0006217133,0.0003159512,0.0003008899,0.3135913,0.004225172,0.01959793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279663,"threshold_uncertainty_score":0.02544433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06938060716403995,"score_gpt":0.1960907822057124,"score_spread":0.1267101750416725,"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."}}