{"id":"W4400495007","doi":"10.1038/d41586-024-02135-9","title":"Speedy stars blow the cover of hidden black hole","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Stars; Cover (algebra); Black hole (networking); Astrophysics; Astronomy; Physics; Computer science; Engineering; Computer security","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":[0.0004813867,0.0004510053,0.0004953237,0.0005721364,0.002559809,0.001414415,0.0003194413,0.00156959,0.01235844],"category_scores_gemma":[0.001802898,0.0003139192,0.0004037222,0.0003204372,0.002534963,0.002974345,0.002229952,0.002745817,0.001789182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493729,"about_ca_system_score_gemma":0.0003773781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008452623,"about_ca_topic_score_gemma":0.0006222118,"domain_scores_codex":[0.9997937,0.0000271753,0.00000385032,0.00003809252,0.0000784919,0.00005870318],"domain_scores_gemma":[0.9995202,0.0001025747,0.0000515206,0.0001053401,0.00005652466,0.0001639909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001148977,0.00006871997,0.01172675,0.0002860288,0.0002151165,0.004521985,0.005806222,0.002836602,0.02206688,0.7625872,0.1141214,0.07461412],"study_design_scores_gemma":[0.0002630456,0.0004447408,0.02287418,0.0002486062,0.0001245915,0.003882679,0.004259698,0.008475057,0.008351166,0.5699617,0.3810163,0.00009824134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6276749,0.007565621,0.03113669,0.02877482,0.009511181,0.0000881107,0.000801895,0.001605968,0.2928408],"genre_scores_gemma":[0.9580272,0.001164067,0.003550516,0.002642964,0.001082716,0.0000160703,0.0002304042,0.0002833756,0.03300275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235844,"threshold_uncertainty_score":0.04134315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007604875286748036,"score_gpt":0.2420462558156767,"score_spread":0.2344413805289286,"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."}}