{"id":"W1517865922","doi":"10.1111/j.1365-2966.2012.21290.x","title":"An investigation of Sloan Digital Sky Survey imaging data and multiband scaling relations of spiral galaxies","year":2012,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Queen's University","funders":"","keywords":"Sky; Scaling; Galaxy; Spiral galaxy; Baryon; Photometry (optics); Luminosity","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":[0.002628681,0.0003087805,0.0003156749,0.004713481,0.0004752294,0.001284052,0.0005115538,0.0002092742,0.0008917311],"category_scores_gemma":[0.01553491,0.0002434045,0.0003210124,0.005897942,0.0005011103,0.001001556,0.0009437532,0.0003364857,0.0004323274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000877386,"about_ca_system_score_gemma":0.0003168928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570361,"about_ca_topic_score_gemma":0.01588821,"domain_scores_codex":[0.9980158,0.0006308759,0.0001671972,0.0004441167,0.0006064905,0.0001355546],"domain_scores_gemma":[0.9834034,0.005038648,0.004875549,0.003402335,0.002566304,0.0007138197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000267813,0.00001973615,0.9877688,0.00001911159,0.00005783646,0.0000505506,0.000613452,0.0005279952,0.001058336,0.0005189602,0.0004634077,0.008874963],"study_design_scores_gemma":[0.000002231511,0.00001743924,0.99458,0.000008850461,0.00001281797,0.00008700987,0.0003144107,0.002679004,0.0003069572,0.0003639113,0.001617275,0.00001001539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945592,0.0003376443,0.001569771,0.000109514,0.000004266876,0.0000101331,0.001897018,0.00007983523,0.001432537],"genre_scores_gemma":[0.9949122,0.00013344,0.001501356,0.00002057355,0.00001294354,0.00001011092,0.003185011,0.00004317686,0.0001812741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570361,"threshold_uncertainty_score":0.03122443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464198561350774,"score_gpt":0.2220987308965588,"score_spread":0.207456745283051,"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."}}