{"id":"W1794361018","doi":"10.1093/mnras/stv1662","title":"Beyond Sérsic + exponential disc morphologies in the Coma Cluster","year":2015,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Advanced Differential Geometry Research","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Exponential function; Cluster (spacecraft); Coma Cluster; Astronomy; Coma (optics); Galaxy cluster; Galaxy; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004047909,0.0001883953,0.0002709964,0.00001747275,0.0001143324,0.00006865548,0.001037566,0.00005918679,0.0001211668],"category_scores_gemma":[0.00002407219,0.0001083515,0.0003753161,0.00015998,0.0003850229,0.0001248766,0.0006364885,0.0004367174,0.00002399992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006258603,"about_ca_system_score_gemma":0.00004665132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004622212,"about_ca_topic_score_gemma":0.0000186362,"domain_scores_codex":[0.9984147,0.0002012885,0.0003182324,0.0002630932,0.0003657953,0.000436873],"domain_scores_gemma":[0.9990212,0.0002324598,0.0001581291,0.0004598948,0.00004300368,0.00008531332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001517032,0.0005266716,0.3151017,0.00001304271,0.000133555,2.119723e-7,0.00150408,0.6733275,0.00005611769,0.0006867428,0.006217238,0.002281436],"study_design_scores_gemma":[0.004558497,0.0002775817,0.6500881,0.00004572236,0.0001425426,2.720574e-8,0.01502992,0.3210208,0.001999114,0.004198657,0.002067653,0.0005713201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955952,0.00004635155,0.0004662141,0.0009666653,0.000220017,0.000325412,0.00006525735,0.00001062776,0.002304308],"genre_scores_gemma":[0.9982225,2.345743e-8,0.001058454,0.00004130051,0.0002793166,0.00003349597,0.00002387784,0.00001455539,0.000326518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3523066,"threshold_uncertainty_score":0.4418444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040900738463517,"score_gpt":0.2617829572414752,"score_spread":0.24137394985684,"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."}}