{"id":"W3176735787","doi":"10.1093/mnras/stab3570","title":"Anomalous nature of outbursts of black hole candidate 4U 1630−472","year":2021,"lang":"en","type":"preprint","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RIKEN; Japan Aerospace Exploration Agency; University Grants Commission; Department of Science and Technology, Republic of South Africa; Indian Space Research Organisation; Inspire Foundation; Canada's Michael Smith Genome Sciences Centre; Council for Scientific and Industrial Research, South Africa; American Society for Microbiology; National Aeronautics and Space Administration","keywords":"Astrophysics; Physics; Flux (metallurgy); Black hole (networking); Duration (music); Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"fund_new","weight":1678.9,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"X-ray astronomy analysis of outbursts from a Galactic black hole candidate; the object is an astrophysical source."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"This study analyzes black hole outbursts using astronomical observations, not research itself."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Astrophysics of black-hole candidate outbursts; domain physical science."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001687404,0.0001564435,0.0002586293,0.001133705,0.000419388,0.0003705259,0.0001921987,0.0001652067,0.001337212],"category_scores_gemma":[0.0007789518,0.00008170143,0.0001150812,0.000642114,0.0001780148,0.0002023064,0.0003634412,0.0002074536,0.0002018109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002336871,"about_ca_system_score_gemma":0.00007946981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002626386,"about_ca_topic_score_gemma":0.005542275,"domain_scores_codex":[0.9998759,0.00001102322,0.000009132751,0.00003701343,0.00002931245,0.00003753355],"domain_scores_gemma":[0.99922,0.00007957621,0.0003636402,0.00006304585,0.00007984402,0.0001939408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003639489,0.00005169445,0.971081,0.0000297482,0.0000215592,0.001128602,0.000322718,0.0001343741,0.0161152,0.0001454987,0.0005690985,0.01003659],"study_design_scores_gemma":[0.000002074001,0.00002653277,0.9985117,0.000002520801,0.000004636153,0.0003489108,0.00005961674,0.0001193859,0.0005358646,0.0000334634,0.0003525184,0.000002677453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989055,0.00008133033,0.0000828677,0.00001459256,0.000005619756,0.00000360406,0.0002349326,0.00001527678,0.0006562605],"genre_scores_gemma":[0.9989511,0.00003855304,0.0001151046,0.000007557471,0.00001262168,0.000003487276,0.000580074,0.000005119402,0.0002864471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002626386,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00727577432546348,"score_gpt":0.2163685494679025,"score_spread":0.2090927751424391,"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."}}