{"id":"W3033094608","doi":"10.48550/arxiv.0705.2226","title":"Ultraluminous Infrared Galaxies at 1.5","year":2007,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Physics; Redshift; Astrophysics; Luminous infrared galaxy; Galaxy; Infrared; Redshift survey; Cluster analysis; Astronomy; Computer science; Artificial intelligence","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":[0.0001666264,0.0003122739,0.0001625089,0.001352345,0.000318085,0.0005167944,0.0003082058,0.0004060568,0.002791357],"category_scores_gemma":[0.0005895141,0.000175004,0.0002055896,0.0006432811,0.0002007998,0.0003995247,0.0004198922,0.0005487381,0.0007970853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966645,"about_ca_system_score_gemma":0.00005722452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223453,"about_ca_topic_score_gemma":0.003070133,"domain_scores_codex":[0.9998686,0.000009924095,0.000002351761,0.00003906608,0.00002679547,0.00005313392],"domain_scores_gemma":[0.9992218,0.0001125935,0.000345807,0.00007858988,0.00006798748,0.0001732263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007598362,0.0003040188,0.8880244,0.00009985734,0.0001421715,0.0003286093,0.001630409,0.001252545,0.06301186,0.005886916,0.003757002,0.03480244],"study_design_scores_gemma":[0.00000386695,0.00003364707,0.9960526,0.000006961027,0.00001341552,0.00007951764,0.0000687944,0.000356444,0.001959897,0.000290791,0.001129225,0.000004804801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927217,0.0002634925,0.000741792,0.0001132079,0.000007349286,0.000006066437,0.0008194078,0.0001581145,0.005168843],"genre_scores_gemma":[0.9972246,0.00007776004,0.000644812,0.00004327366,0.00001940655,0.000005653385,0.0008094286,0.00001031274,0.001164871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002791357,"threshold_uncertainty_score":0.009337962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05547819894678981,"score_gpt":0.2057608536928122,"score_spread":0.1502826547460224,"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."}}