{"id":"W4389125519","doi":"10.1051/0004-6361/202348305","title":"AMICO galaxy clusters in KiDS-DR3: Cosmological constraints from the angular power spectrum and correlation function","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut sur la Nutrition et les Aliments Fonctionnels; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Physics; Astrophysics; Spectral density; Correlation function (quantum field theory); Galaxy; Spectrum (functional analysis); Angular spectrum method; Function (biology); Astronomy; Statistics; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006084547,0.000250497,0.0003754724,0.0009529859,0.0005322734,0.0006083089,0.0004455279,0.0001933269,0.0009561681],"category_scores_gemma":[0.002348191,0.0002224267,0.0002813085,0.001127218,0.0003197442,0.0002114942,0.0006169154,0.0002332446,0.0003099972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006866666,"about_ca_system_score_gemma":0.0004178721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04079094,"about_ca_topic_score_gemma":0.06644048,"domain_scores_codex":[0.9996613,0.00008330359,0.00001269406,0.00009564648,0.00006380703,0.00008327507],"domain_scores_gemma":[0.9981321,0.0004397262,0.0006139535,0.0003003446,0.000214998,0.0002989136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002999703,0.0000296077,0.975419,0.0000227929,0.00009202286,0.0001829627,0.0003952179,0.01324148,0.003942069,0.001691056,0.001097687,0.003586103],"study_design_scores_gemma":[0.00001385556,0.00001372018,0.9729607,0.000006258831,0.00001723504,0.00009892441,0.0001867182,0.02455236,0.0007060218,0.000330938,0.001095569,0.00001769235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983369,0.00002616181,0.0004042874,0.00001452379,8.711659e-7,0.000001914688,0.0005985078,0.00001738483,0.0005994103],"genre_scores_gemma":[0.9969904,0.00001463013,0.0006883436,0.000007967214,0.000002936844,0.000004815636,0.002138047,0.00001600682,0.0001367531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04079094,"threshold_uncertainty_score":0.08110702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005892746078843665,"score_gpt":0.1845567112196101,"score_spread":0.1786639651407664,"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."}}