{"id":"W1546338243","doi":"10.1086/345981","title":"The Cluster Mass Function from Early Sloan Digital Sky Survey Data: Cosmological Implications","year":2003,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Sky; Physics; Cluster (spacecraft); Normalization (sociology); Astrophysics; Redshift; Galaxy; Amplitude; Galaxy cluster; Degeneracy (biology); Magnitude (astronomy); Optics","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":[0.001291556,0.0003142402,0.0002372674,0.001402549,0.0004693788,0.0005667655,0.0006123862,0.0002194577,0.001787176],"category_scores_gemma":[0.00526607,0.0001232771,0.0001864685,0.001458654,0.0003465531,0.000401534,0.0004414732,0.00034778,0.000312897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056453,"about_ca_system_score_gemma":0.0006625289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04658382,"about_ca_topic_score_gemma":0.0368355,"domain_scores_codex":[0.9997166,0.0001174382,0.00001372266,0.00005324361,0.00006710038,0.00003190584],"domain_scores_gemma":[0.9979673,0.0009810367,0.0003120431,0.0002358664,0.000288101,0.0002155936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003198069,0.00006032646,0.9003133,0.0001500923,0.0001783668,0.0004935603,0.0003350311,0.03916035,0.005507001,0.01764908,0.00705511,0.02877782],"study_design_scores_gemma":[0.00003018888,0.00002727359,0.8937041,0.00004370436,0.00005460118,0.0002715733,0.0003057851,0.08811057,0.00294297,0.01063681,0.003820715,0.00005161255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888955,0.0003860061,0.004383767,0.0004654919,0.00001123267,0.00001057501,0.001721848,0.0001091649,0.004016373],"genre_scores_gemma":[0.9956952,0.0001283926,0.002109941,0.00003413191,0.000009248502,0.000008342109,0.001582046,0.00003597937,0.0003965857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04658382,"threshold_uncertainty_score":0.09262538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162401023499921,"score_gpt":0.2304388323056228,"score_spread":0.2088148220706236,"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."}}