{"id":"W4361229663","doi":"10.48550/arxiv.2303.16204","title":"The Decoupling of Binaries from Their Circumbinary Disks","year":2023,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Graduate School, University of Maryland; Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Nuclear Safety and Security Commission; Government of Canada; National Aeronautics and Space Administration","keywords":"Circumbinary planet; Decoupling (probability); Physics; Astrophysics; Computer science; Engineering; Stars; Control engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003932875,0.0003054609,0.0004067519,0.00007272306,0.0001741534,0.00005659449,0.0006614777,0.0002808771,0.00001942062],"category_scores_gemma":[0.00005885223,0.0002314021,0.0002467931,0.0001524872,0.0001353354,0.00005109574,0.0003796731,0.0006012262,0.0001202884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003407624,"about_ca_system_score_gemma":0.00002685076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002084574,"about_ca_topic_score_gemma":0.00006541833,"domain_scores_codex":[0.9987128,0.00006200274,0.0004686529,0.0003068446,0.0001463588,0.0003033605],"domain_scores_gemma":[0.9982798,0.0005469383,0.0001282596,0.0009467775,0.00004192066,0.00005627087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005805607,0.00005863219,0.9196983,0.001085822,0.001734172,0.00005006757,0.005917363,0.05546734,0.007370027,0.003471212,0.002307768,0.002781224],"study_design_scores_gemma":[0.0005053913,0.00006028792,0.8344545,0.001796035,0.0002084337,0.000005734869,0.00469808,0.01733878,0.01650248,0.1172794,0.005863509,0.001287324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905565,0.003486418,0.0004818048,0.00009030354,0.003917743,0.0002466129,0.0001149793,0.0005410968,0.0005644908],"genre_scores_gemma":[0.9985994,0.0006670922,0.00001195824,0.000008084788,0.0002653148,0.00009658161,0.00006932048,0.00009532172,0.0001870007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138082,"threshold_uncertainty_score":0.9436305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05207646602649758,"score_gpt":0.2331139405169416,"score_spread":0.181037474490444,"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."}}