{"id":"W4303983054","doi":"10.1093/mnras/stac2907","title":"The thermodynamics of stellar multiplicity: an analytic model for the dynamical evolution of binary star populations in dense stellar environments due to single–binary interactions","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Centro de Astrofísica y Tecnologías Afines; Israel Science Foundation; Bonfils-Stanton Foundation; Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo; National Aeronautics and Space Administration; National Science Foundation","keywords":"Physics; Binary number; Statistical physics; Binary Independence Model; Binary star; Equation of state; Parameter space; Astrophysics; Boltzmann equation; Thermodynamics; Stars; Statistics","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":[0.0008237778,0.000374908,0.0007951356,0.0007782825,0.0006985069,0.00115342,0.001705551,0.0008475911,0.001540645],"category_scores_gemma":[0.003224085,0.000430193,0.0007081807,0.0003953122,0.002102289,0.001954819,0.001132105,0.0007559925,0.0002991537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367648,"about_ca_system_score_gemma":0.0008567717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003710918,"about_ca_topic_score_gemma":0.00187109,"domain_scores_codex":[0.9998154,0.00006361743,0.000006887155,0.00002229205,0.00005696726,0.00003483857],"domain_scores_gemma":[0.9991339,0.000373622,0.0001908671,0.00008937968,0.0000992893,0.0001130339],"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":[0.00001952825,0.00004409072,0.001699214,0.00002890338,0.00002261656,0.0002019844,0.000145174,0.8285743,0.002897082,0.1646663,0.0003223033,0.001378565],"study_design_scores_gemma":[0.00000299028,0.000003712485,0.0002252973,0.000001693735,0.000001595895,0.0000190146,0.00001080134,0.9794207,0.00009467518,0.02010598,0.0001084347,0.000005073281],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6890942,0.0004291991,0.2934591,0.001042113,0.00006182315,0.00006517539,0.0001719366,0.0001355516,0.01554095],"genre_scores_gemma":[0.9884496,0.0001982401,0.006685645,0.00008903364,0.00004188153,0.00006355397,0.00005444854,0.00004794895,0.004369676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003710918,"threshold_uncertainty_score":0.009922981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889320861004933,"score_gpt":0.2361803947876706,"score_spread":0.2172871861776213,"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."}}