{"id":"W2003679311","doi":"10.1086/592237","title":"Models for the Observable System Parameters of Ultraluminous X‐Ray Sources","year":2008,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Galaxy; Luminosity; Black hole (networking); Observable; Accretion (finance); Binary number; Flux (metallurgy); Supermassive black hole","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":[0.0001361454,0.0001917747,0.000318156,0.00001999009,0.0009938281,0.00005379319,0.000613986,0.00002094558,0.00001324533],"category_scores_gemma":[0.000006538261,0.00009915156,0.0004443684,0.000169709,0.0003397817,0.0002205544,0.00005214852,0.0003496327,0.00001260436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002852089,"about_ca_system_score_gemma":0.0000845614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009770356,"about_ca_topic_score_gemma":1.998011e-7,"domain_scores_codex":[0.9986658,0.00008159926,0.0003859124,0.0001539412,0.000319193,0.0003935167],"domain_scores_gemma":[0.9985372,0.0005102686,0.0003157942,0.0003484139,0.0001761062,0.0001122306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002056698,0.000422565,0.001288531,0.00002156112,0.0006181773,0.000002440567,0.001791457,0.8443505,0.01405831,0.1277027,0.001360914,0.008177169],"study_design_scores_gemma":[0.006093383,0.00217006,0.04382021,0.0002723047,0.001470525,0.0000406943,0.01885233,0.8431359,0.01465826,0.06631365,0.001824246,0.001348439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6400255,0.00002966013,0.3590956,0.0002993027,0.0001201157,0.0002240085,0.00003501786,0.00001339747,0.0001574328],"genre_scores_gemma":[0.9904843,0.000002803488,0.008154738,0.00004004443,0.001020979,0.00004823552,0.000005836499,0.00002441753,0.0002186192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3509408,"threshold_uncertainty_score":0.7643822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741095884805295,"score_gpt":0.2228475304533427,"score_spread":0.1854365716052897,"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."}}