{"id":"W4407720705","doi":"10.1051/0004-6361/202452514","title":"Galaxy mass-size segregation in the cosmic web from the CAVITY parent sample","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre for Research in Astrophysics of Québec","funders":"Agencia Estatal de Investigación; Ministerio de Ciencia e Innovación; Ministerio de Economía y Competitividad; Junta de Andalucía; Natural Sciences and Engineering Research Council of Canada; European Commission; Consejería de Transformación Económica, Industria, Conocimiento y Universidades","keywords":"Physics; Astrophysics; Galaxy; COSMIC cancer database; Astronomy; Sample (material)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006701694,0.0001815205,0.0002941579,0.001564077,0.0002195375,0.0007316557,0.0003738193,0.0002216876,0.00144762],"category_scores_gemma":[0.003068753,0.0001114525,0.0001951487,0.0009845087,0.0003653574,0.0003173266,0.0006756288,0.0001684108,0.000382107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802446,"about_ca_system_score_gemma":0.0001342864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371664,"about_ca_topic_score_gemma":0.015949,"domain_scores_codex":[0.9997011,0.00005378334,0.00001562864,0.0001197711,0.000058481,0.00005119835],"domain_scores_gemma":[0.9973804,0.0004770357,0.0009285561,0.0004124819,0.0003754358,0.0004259277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008479959,0.00001316074,0.9957733,0.000007604986,0.00004421245,0.0000578209,0.0002718848,0.0001110044,0.0009150743,0.000125144,0.0003382067,0.002257867],"study_design_scores_gemma":[0.00000181219,0.000008165287,0.9994085,0.000001779169,0.00000563534,0.00004996977,0.00006208534,0.0001816235,0.00006416882,0.00001559436,0.0001993588,0.000001388077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988404,0.00006507081,0.00006013466,0.000009773928,7.344273e-7,0.000002458277,0.00077431,0.000006273786,0.0002408728],"genre_scores_gemma":[0.9975942,0.00002717736,0.00008669561,0.000005693507,0.000002129171,0.000003752145,0.002117716,0.000008777977,0.0001537308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371664,"threshold_uncertainty_score":0.0272736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007192829398133926,"score_gpt":0.2070412141656985,"score_spread":0.1998483847675646,"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."}}