{"id":"W7104042541","doi":"10.48550/arxiv.2511.02523","title":"Dynamical Masses and Radiative Transfer Modeling of HD 698: a Be Binary in Evolutionary Transition","year":2025,"lang":"","type":"preprint","venue":"arXiv (Cornell University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Radiative transfer; Binary number; Subdwarf; Line (geometry); Interferometry; Spectral line; Binary star; Absorption (acoustics); Spectral energy distribution; Orbit (dynamics)","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":[0.0001298922,0.0003117194,0.0002496678,0.0003658149,0.0004521216,0.0005356442,0.0004917411,0.0004092359,0.0006992879],"category_scores_gemma":[0.0004117425,0.0001908317,0.0003921275,0.0002161719,0.0002991508,0.0003531198,0.0004983501,0.000269189,0.0001932213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284751,"about_ca_system_score_gemma":0.0001766948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007191054,"about_ca_topic_score_gemma":0.003641965,"domain_scores_codex":[0.9999498,0.000009490822,0.000001730764,0.00001045722,0.00001002386,0.0000184003],"domain_scores_gemma":[0.9998959,0.00002426408,0.00003187428,0.00001027851,0.00001232763,0.00002536943],"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":[0.0009477019,0.0003170479,0.2703746,0.00006573926,0.0001287376,0.001986356,0.0009398901,0.6031039,0.08819926,0.01615267,0.0006361683,0.01714783],"study_design_scores_gemma":[0.00006639383,0.0001266543,0.09173287,0.00000612375,0.00003109784,0.0002766141,0.0001414152,0.9001637,0.003886953,0.002569983,0.0009738886,0.00002438385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974173,0.00002792193,0.001284752,0.00003109595,0.00000138739,0.000004580105,0.0000368636,0.00002502851,0.001171073],"genre_scores_gemma":[0.9993632,0.00001183217,0.0003112598,0.000004818552,0.000001832783,0.000003545791,0.0000402172,0.000006492937,0.0002568008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007191054,"threshold_uncertainty_score":0.01429844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047568446498496,"score_gpt":0.1855217374937016,"score_spread":0.1450460530287166,"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."}}