{"id":"W4381827530","doi":"10.48550/arxiv.2306.12847","title":"OSSOS. XXIX. The Population and Perihelion Distribution of the Detached Kuiper Belt","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Neptune; Physics; Population; Astrophysics; Solar System; Planet; Trans-Neptunian object; Nice model; Orbital inclination; Astronomy; Exoplanet; Planetary migration; Mathematics","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":[0.0001238079,0.0002771407,0.00009326254,0.0006161404,0.0002040901,0.0004633763,0.0001973026,0.0001999206,0.05210591],"category_scores_gemma":[0.0005347843,0.0001500686,0.0001569988,0.0007770564,0.0001202003,0.000340553,0.0004081314,0.0001798448,0.01618499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414668,"about_ca_system_score_gemma":0.0001494508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004663655,"about_ca_topic_score_gemma":0.00623607,"domain_scores_codex":[0.9999577,0.000004315824,0.000002229342,0.00001203483,0.00001685677,0.000006927166],"domain_scores_gemma":[0.9998634,0.00003714374,0.0000320243,0.00001812964,0.00001969984,0.00002958918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004672155,0.0002018101,0.3133427,0.0004447856,0.00005855271,0.0004624139,0.0004737551,0.02195055,0.006916271,0.02067778,0.4320739,0.2029303],"study_design_scores_gemma":[0.0001625808,0.0001607907,0.4738005,0.0001196257,0.00002707908,0.000831324,0.0003916787,0.05882701,0.004065988,0.00892903,0.4526541,0.00003038274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2781112,0.0005520655,0.01819971,0.0007263875,0.0003092492,0.0002034265,0.4367376,0.006339585,0.2588209],"genre_scores_gemma":[0.4753525,0.0007731413,0.02186809,0.0002039123,0.0001963391,0.0003115959,0.397183,0.001604973,0.1025064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05210591,"threshold_uncertainty_score":0.1743116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0464869415141369,"score_gpt":0.169583120683342,"score_spread":0.1230961791692051,"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."}}