{"id":"W4402467009","doi":"10.48550/arxiv.2407.18867","title":"Catalog of outbursts of neutron star LMXBs","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Aerospace Exploration Agency; Goddard Space Flight Center; RIKEN; Natural Sciences and Engineering Research Council of Canada; Mitacs; University of Leicester; National Aeronautics and Space Administration","keywords":"Neutron star; Physics; Astrophysics; Star (game theory); Astronomy; Geology","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":[0.00003358932,0.0001356514,0.0002142591,0.0001380622,0.00001121391,0.000006867807,0.0001960798,0.0001232991,0.00003900362],"category_scores_gemma":[0.000002803405,0.000164417,0.00011742,0.0001601881,0.00005363708,0.00007192826,0.0002267521,0.0002358885,0.00002286085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247752,"about_ca_system_score_gemma":0.00003876902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707638,"about_ca_topic_score_gemma":0.00002916511,"domain_scores_codex":[0.9994403,0.0000112592,0.0001967105,0.0002101973,0.00003170313,0.0001098105],"domain_scores_gemma":[0.9995421,0.00001711604,0.0000779664,0.0002796552,0.00004302741,0.00004009508],"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":[0.00001548825,0.00003098281,0.004355057,0.0005906476,0.0001776904,0.000005684462,0.0001587752,0.9696217,0.002871939,0.02144198,0.000229366,0.0005006501],"study_design_scores_gemma":[0.0006194714,0.0001123115,0.05723708,0.000439441,0.0004184399,4.740713e-7,0.0004152096,0.9165354,0.01051153,0.01254137,0.0006029792,0.0005663285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953516,0.00007826256,0.002792142,0.000008897986,0.0003539626,0.0001236003,0.0001465137,0.00007509698,0.001069894],"genre_scores_gemma":[0.999263,0.00008301476,0.0003328956,0.000001973585,0.00002713889,4.117522e-7,0.0001090637,0.00001972725,0.0001627385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05308638,"threshold_uncertainty_score":0.670473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04405167178903228,"score_gpt":0.1648356564642806,"score_spread":0.1207839846752483,"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."}}