{"id":"W4383196779","doi":"10.1093/mnrasl/slad092","title":"Intra-system uniformity: a natural outcome of dynamical sculpting","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society Letters","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Exoplanet; Physics; Planet; RADIUS; Planetary system; Astrophysics; Population; Astronomy","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":[0.0004540994,0.0001393102,0.0002853008,0.000384343,0.0005948333,0.0005995085,0.0005933549,0.0002931511,0.001566279],"category_scores_gemma":[0.003635097,0.0001859646,0.0002768565,0.0002525383,0.001297771,0.0009288166,0.00103218,0.0004968842,0.0001168409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005109057,"about_ca_system_score_gemma":0.0002637221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662367,"about_ca_topic_score_gemma":0.001948425,"domain_scores_codex":[0.999769,0.00005598549,0.00001317564,0.00006092272,0.00003958756,0.00006129811],"domain_scores_gemma":[0.9987072,0.0003940827,0.0002516822,0.0003323824,0.00009007383,0.0002245418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007567975,0.0004767115,0.4643149,0.0002443229,0.0004478294,0.002589376,0.002405246,0.3509034,0.1003706,0.04421879,0.002684553,0.0305874],"study_design_scores_gemma":[0.0001365238,0.0007379261,0.320265,0.00003340221,0.00008771838,0.001477745,0.001886011,0.6167307,0.01874537,0.03595395,0.003843673,0.0001019214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955688,0.00002454106,0.002539942,0.00004328355,0.000004538541,0.00001074603,0.00002934515,0.0000516677,0.001727221],"genre_scores_gemma":[0.9996319,0.000006395699,0.0002370115,0.00001066082,0.000001204057,0.000004137589,0.00001920569,0.000007464441,0.00008206396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001662367,"threshold_uncertainty_score":0.005239785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009033041517362813,"score_gpt":0.2092214410120562,"score_spread":0.2001883994946934,"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."}}