{"id":"W2094663042","doi":"10.1017/s0074180900216549","title":"Photometric Properties of Low-Redshift Galaxy Clusters","year":2005,"lang":"en","type":"article","venue":"Symposium - International Astronomical Union","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Astrophysics; Dwarf galaxy; Luminosity function; Cluster (spacecraft); Galaxy; Galaxy cluster; Redshift; Luminosity; Stars; Astronomy; Population; Abell 2744; Galaxy groups and clusters","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":[],"consensus_categories":[],"category_scores_codex":[0.0002109817,0.0002133452,0.0002195461,0.0003664474,0.00008188772,0.00006098381,0.0004302025,0.0000485757,0.0008121411],"category_scores_gemma":[0.000008942196,0.0002052361,0.0001626277,0.0002143018,0.0001208814,0.0006587984,0.0001358936,0.0001618337,0.0002186945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295553,"about_ca_system_score_gemma":0.00008317656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001551636,"about_ca_topic_score_gemma":0.000004049475,"domain_scores_codex":[0.9984609,0.00005887024,0.0005966742,0.0002691458,0.0003271786,0.000287153],"domain_scores_gemma":[0.9991568,0.0000285413,0.0002855606,0.0002239006,0.0001941794,0.0001109781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006524347,0.0002856364,0.9797695,0.00001625301,0.0001407565,3.060767e-9,0.0004197046,0.004078181,0.008784087,0.005334059,0.0004615712,0.0006450304],"study_design_scores_gemma":[0.001346923,0.00007876712,0.942095,0.00007567194,0.00002632196,0.000001108061,0.0002772155,0.02201925,0.03102962,0.0003002373,0.002418344,0.0003315686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940874,0.00001693542,0.00150683,0.00101826,0.0004779306,0.0002361216,0.00005654406,0.00004294201,0.002557031],"genre_scores_gemma":[0.9972034,0.000001956731,0.001148976,0.000005869019,0.0007197926,0.00003876995,0.0001946877,0.00002407782,0.000662513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0376745,"threshold_uncertainty_score":0.8892375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006825726804973032,"score_gpt":0.2028088886501484,"score_spread":0.1959831618451754,"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."}}