{"id":"W2033035453","doi":"10.1002/asna.201011509","title":"Supercritical accretion and ULXs","year":2011,"lang":"en","type":"article","venue":"Astronomische Nachrichten","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Physics; Astrophysics; Eddington luminosity; Accretion (finance); Outflow; Luminosity; Black hole (networking); Compton scattering; Radiation pressure; Scattering; Optics; Galaxy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005880107,0.0001496068,0.0001622718,0.00003351561,0.0001201882,0.0000289461,0.0001191977,0.00002917847,0.0008710671],"category_scores_gemma":[0.0000041973,0.0001397371,0.00006665235,0.00008334269,0.00009967573,0.0002766821,0.00008038836,0.0001529938,0.0001470861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001072216,"about_ca_system_score_gemma":0.00002427141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001458449,"about_ca_topic_score_gemma":6.976287e-7,"domain_scores_codex":[0.9991935,0.00002790005,0.0001755004,0.0002457309,0.0000751684,0.0002822281],"domain_scores_gemma":[0.9995682,0.00003385863,0.00001834526,0.0001825796,0.00003720556,0.0001598104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000613126,0.0004637477,0.4903172,0.000009007732,0.0001821861,0.000001318042,0.0009396153,0.00003487316,0.004887577,0.4723153,0.001012477,0.02977541],"study_design_scores_gemma":[0.001646267,0.0003035639,0.9680477,0.00001926978,0.0001819394,5.594292e-7,0.002131918,0.001990029,0.004720828,0.01332252,0.006939856,0.0006956009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926452,0.00002237286,0.02684894,0.0001197742,0.00006206479,0.0001238185,0.00002155355,0.00004287184,0.04630665],"genre_scores_gemma":[0.9928532,4.560042e-7,0.006438054,0.00004996144,0.0003170624,0.00003280397,0.00003664574,0.00001781036,0.0002540417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4777305,"threshold_uncertainty_score":0.9537574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359457294183014,"score_gpt":0.221375681326074,"score_spread":0.1977811083842438,"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."}}