{"id":"W7098482821","doi":"","title":"Preprint typeset using L ATEX style emulateapj v. 12/01/06 NEAR-INFRARED PROPERTIES OF MODERATE-REDSHIFT GALAXY CLUSTERS: LUMINOSITY FUNCTIONS AND DENSITY PROFILES","year":2008,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Luminosity function; Luminosity; Galaxy; Cluster (spacecraft); Redshift; Galaxy cluster; Cosmology; Mass-to-light ratio","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008053661,0.002470489,0.002129833,0.005169373,0.000784756,0.006368782,0.003074067,0.001389719,0.6374726],"category_scores_gemma":[0.003770024,0.001046016,0.00235497,0.004391611,0.0006591889,0.002303083,0.004104482,0.001762697,0.5964715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176856,"about_ca_system_score_gemma":0.001392836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01450072,"about_ca_topic_score_gemma":0.01924169,"domain_scores_codex":[0.9991591,0.00004094139,0.0000459225,0.0001723651,0.0004182582,0.0001633156],"domain_scores_gemma":[0.9987122,0.0001490002,0.00008578979,0.0005442581,0.0003095245,0.0001991678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001397544,0.00008622785,0.003119082,0.0004660538,0.0001486231,0.0002357348,0.00009772238,0.002797134,0.001780089,0.002742586,0.9506655,0.03772141],"study_design_scores_gemma":[0.0002282452,0.00005786761,0.0149232,0.0003424503,0.00006696589,0.0003352394,0.0001137223,0.01229644,0.005340273,0.008694015,0.9574665,0.0001351027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.007400968,0.0004338652,0.03431161,0.00120678,0.001764077,0.0002196662,0.5945165,0.2080059,0.1521407],"genre_scores_gemma":[0.02800434,0.0008805344,0.03568338,0.0004052504,0.0006297263,0.000230463,0.6558124,0.1222331,0.1561208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6374726,"threshold_uncertainty_score":0.5171013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07850202907805143,"score_gpt":0.2082301438860441,"score_spread":0.1297281148079927,"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."}}