{"id":"W4404569172","doi":"10.48550/arxiv.2411.09905","title":"Eccentricities of Close Stellar Binaries","year":2024,"lang":"en","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":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Astrophysics; Astronomy; Physics","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":[0.000241987,0.0001020631,0.0002328961,0.001419989,0.0002589594,0.0006117136,0.0001424266,0.0001688433,0.001942652],"category_scores_gemma":[0.001881489,0.00009502511,0.0001046401,0.001005817,0.0002407181,0.0004200608,0.0006736189,0.000183973,0.000538903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570701,"about_ca_system_score_gemma":0.00006696441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210139,"about_ca_topic_score_gemma":0.00121381,"domain_scores_codex":[0.999868,0.00001603064,0.000008979641,0.00005845987,0.00002916285,0.0000192757],"domain_scores_gemma":[0.9992104,0.0002710993,0.0001952962,0.0001192324,0.00008996996,0.0001140013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000456806,0.00004171559,0.9382305,0.0000534869,0.0001025449,0.0002474018,0.0004501143,0.00846452,0.01695257,0.004719759,0.001287419,0.02899321],"study_design_scores_gemma":[0.000008025429,0.00003457415,0.9797735,0.00001247275,0.00001519818,0.0005817745,0.0001938398,0.009970197,0.003643929,0.003338967,0.002411991,0.00001552762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949682,0.0001707251,0.0007263486,0.00001951717,0.000004895139,0.000001943597,0.0005915007,0.00004954058,0.003467252],"genre_scores_gemma":[0.9988986,0.00003059439,0.000228905,0.000004737514,0.000003148605,0.00000103838,0.0005230817,0.00001281581,0.000297146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001942652,"threshold_uncertainty_score":0.006498873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708992169904043,"score_gpt":0.1793556880366423,"score_spread":0.1422657663376019,"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."}}