{"id":"W3104117577","doi":"10.3847/1538-4357/aa72d8/meta","title":"The Rest-frame Optical (900 nm) Galaxy Luminosity Function at z ~ 4-7: Abundance Matching Points to Limited Evolution in the M_STAR/M_HALO Ratio at z &gt;= 4","year":2017,"lang":"en","type":"article","venue":"Leiden Repository (Leiden University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Physics; Astrophysics; Galaxy; Luminosity function; Luminosity; Stellar mass; Star formation; Halo; Stars; Initial mass function; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006004593,0.0003189269,0.0002700659,0.0002164436,0.005127088,0.0005225092,0.001308251,0.0001216357,0.00003954257],"category_scores_gemma":[0.00007157568,0.0002767491,0.0001805199,0.0003651862,0.0002916055,0.001382509,0.0006781729,0.0004074899,0.0002293713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475207,"about_ca_system_score_gemma":0.0001486114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833661,"about_ca_topic_score_gemma":0.002438967,"domain_scores_codex":[0.9974936,0.0003601061,0.0004383743,0.0005448524,0.0005917426,0.0005713823],"domain_scores_gemma":[0.9973941,0.0002633202,0.0005026849,0.001392093,0.0002679262,0.0001798884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002615952,0.00006153754,0.9696493,0.00001228113,0.00006628348,0.000002613945,0.0012209,0.0002920212,0.00246724,0.02509408,0.0008408904,0.00003126342],"study_design_scores_gemma":[0.0006273937,0.0000816647,0.9924551,0.00005970614,0.00008103719,0.00001301423,0.001193237,0.0004660419,0.0006068823,0.001849028,0.002258064,0.0003088453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867708,0.00002860862,0.001951493,0.001159498,0.000648947,0.0006781666,0.000008399557,0.00007191458,0.008682156],"genre_scores_gemma":[0.9854909,0.000004011034,0.0001740166,0.00001384901,0.0003949641,0.000009573268,0.00002735096,0.00002478943,0.01386059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02324506,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007950579256965882,"score_gpt":0.1941108481504317,"score_spread":0.1861602688934658,"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."}}