{"id":"W4403794779","doi":"10.48550/arxiv.2409.15413","title":"Extracting Astrophysical Information of Highly-Eccentric Binaries in the Millihertz Gravitational Wave Band","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; Killam Trusts; Nuclear Safety and Security Commission; Canada Research Chairs; National Aeronautics and Space Administration; National Science Foundation","keywords":"Gravitational wave; Physics; Eccentric; Astrophysics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001375314,0.0001543649,0.0001513155,0.0009058448,0.0001601542,0.0005137317,0.0001374533,0.0001984489,0.001077932],"category_scores_gemma":[0.0005137642,0.0000704839,0.00005903754,0.0005219074,0.0001008435,0.0002801613,0.0003503288,0.0001142064,0.0003829474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009839254,"about_ca_system_score_gemma":0.0001158528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008856234,"about_ca_topic_score_gemma":0.001622334,"domain_scores_codex":[0.9999591,0.000005568622,0.000002730566,0.00001082156,0.00001218007,0.000009541687],"domain_scores_gemma":[0.9997966,0.00007272876,0.00005265623,0.00002769607,0.0000254317,0.00002496182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004267154,0.0001857533,0.4124351,0.0001073501,0.00006318212,0.0005251425,0.0002496344,0.007420996,0.2927034,0.003932091,0.002276712,0.2796739],"study_design_scores_gemma":[0.00001910552,0.00009681758,0.7973917,0.00002135257,0.00005608499,0.000475603,0.0002914376,0.1208573,0.0739013,0.002956856,0.003899833,0.00003274461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884607,0.0001067697,0.008803573,0.00004065184,0.000006372477,0.000004595455,0.0005198903,0.000173573,0.00188396],"genre_scores_gemma":[0.9937001,0.00005736879,0.004879897,0.00001310133,0.00001019218,0.000003198737,0.0008671558,0.00001358892,0.000455359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001077932,"threshold_uncertainty_score":0.003606021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148030148248704,"score_gpt":0.2349194339245188,"score_spread":0.1934391324420318,"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."}}