{"id":"W3126329602","doi":"10.3847/1538-3881/abf097","title":"Tidal Circularization of Binaries by Resonance Locking. I. The Importance of the Pre-main Sequence","year":2021,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Resonance (particle physics); Binary number; Dissipation; Binary star; Orbital decay; Oscillation (cell signaling); Harmonics; Tidal acceleration; Stars","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":[0.0002559105,0.0001205441,0.0001553151,0.0004166958,0.000356546,0.0004433767,0.0002551295,0.0002191389,0.001143562],"category_scores_gemma":[0.001412296,0.0001574792,0.000140733,0.0001907979,0.0006221333,0.0006513309,0.0005726923,0.0002616355,0.0002965155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005077191,"about_ca_system_score_gemma":0.0001502933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279799,"about_ca_topic_score_gemma":0.001204334,"domain_scores_codex":[0.9999121,0.00001240176,0.000007838836,0.00002523081,0.00002144602,0.00002092362],"domain_scores_gemma":[0.9990659,0.0002208119,0.0003665735,0.0001388937,0.0001079678,0.00009982847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001649355,0.0001618353,0.4222319,0.0001877816,0.00009573747,0.0003955814,0.0007468535,0.01324631,0.4983754,0.008734142,0.0003750262,0.05380023],"study_design_scores_gemma":[0.00005558958,0.00068791,0.6797793,0.00004066687,0.00007330906,0.001308713,0.0005565156,0.08852347,0.219073,0.006330489,0.003525001,0.00004585373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996269,0.0003322223,0.00173919,0.0000319191,0.00000474321,0.000005158438,0.00002308133,0.00002453468,0.001570143],"genre_scores_gemma":[0.9995772,0.00003338143,0.0001999727,0.00000766233,0.000001431564,0.000001321327,0.00001808531,0.000003648564,0.0001572395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001279799,"threshold_uncertainty_score":0.003825665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067717028962721,"score_gpt":0.224317673340203,"score_spread":0.2136405030505758,"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."}}