{"id":"W4416058802","doi":"10.1093/mnras/staf1938","title":"Hierarchical triples versus globular clusters: binary black hole merger eccentricity distributions compete and evolve with redshift","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; National Astronomical Observatory of Japan; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Brinson Foundation; National Science Foundation","keywords":"Eccentricity (behavior); Binary black hole; Globular cluster; Redshift; Orbital eccentricity; Binary number; Gravitational wave; Cluster (spacecraft)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004848895,0.0002894049,0.0003272144,0.0005456837,0.0005207277,0.0008617386,0.000617579,0.0004607442,0.003645888],"category_scores_gemma":[0.002150567,0.0001885661,0.0004325426,0.0003756199,0.0007445258,0.0006688031,0.0007314065,0.0004521798,0.0002870625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009500061,"about_ca_system_score_gemma":0.0003955352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01984838,"about_ca_topic_score_gemma":0.01466767,"domain_scores_codex":[0.9998759,0.00002526023,0.000003845418,0.00002755993,0.00001804565,0.00004942663],"domain_scores_gemma":[0.999097,0.0003698125,0.0001647813,0.00006493303,0.00006794858,0.000235391],"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":[0.00042334,0.0001526244,0.189233,0.0000502427,0.0001353333,0.0002485303,0.0001935257,0.781071,0.004484761,0.01702066,0.002099228,0.004887707],"study_design_scores_gemma":[0.0001003835,0.0001806838,0.08022367,0.00001924788,0.00005420405,0.00008505402,0.0002638143,0.9106068,0.001832185,0.005714496,0.0008819373,0.0000374833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975339,0.00004225757,0.0005430303,0.00006535376,0.000004762586,0.000004645934,0.0001482114,0.00003069113,0.001627062],"genre_scores_gemma":[0.9993074,0.00001991419,0.0002038791,0.00001810964,0.000002692307,0.000003270162,0.0001280367,0.00001244329,0.0003042698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984838,"threshold_uncertainty_score":0.03946567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008468201574762692,"score_gpt":0.2605412201367213,"score_spread":0.2520730185619586,"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."}}