{"id":"W2016996045","doi":"10.1086/420800","title":"Spatial Variations of Galaxy Number Counts in the Sloan Digital Sky Survey. I. Extinction, Large-Scale Structure, and Photometric Homogeneity","year":2004,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Sky; Galaxy; Astrophysics; Physics; Photometry (optics); Extinction (optical mineralogy); Astronomy; Residual; Homogeneity (statistics); Stars; Statistics; 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":[0.0009751163,0.0001906046,0.0001929961,0.002466934,0.0003672433,0.0007383885,0.0002725615,0.0002280789,0.0005247191],"category_scores_gemma":[0.004760115,0.0001608055,0.000296462,0.002602939,0.0007598722,0.0006612146,0.0007309557,0.0002357208,0.000185126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663544,"about_ca_system_score_gemma":0.0002030474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02424582,"about_ca_topic_score_gemma":0.02739266,"domain_scores_codex":[0.9992307,0.0002140523,0.00006861693,0.0001913519,0.0001647646,0.0001305591],"domain_scores_gemma":[0.9960189,0.001305888,0.001460158,0.0004501284,0.0005037047,0.0002611475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004626983,0.0000133759,0.9940853,0.00001080845,0.00005172535,0.00006432401,0.0002012302,0.001346147,0.0008116401,0.0001514091,0.0001896918,0.003027979],"study_design_scores_gemma":[0.000001063089,0.000007255709,0.9983204,0.000001684697,0.000007028653,0.00006950614,0.00007959986,0.001171176,0.0001044966,0.00005338758,0.0001810319,0.000003380912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984828,0.0001453811,0.0002870721,0.00002584945,0.000001655336,0.000002760811,0.0006131129,0.00001306919,0.0004282588],"genre_scores_gemma":[0.9984251,0.00005871139,0.0002190553,0.000005160322,0.00000554189,0.000002458842,0.001162446,0.000006363438,0.0001150553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02424582,"threshold_uncertainty_score":0.04820943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007143597037339727,"score_gpt":0.2180706998894187,"score_spread":0.210927102852079,"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."}}