{"id":"W4401950084","doi":"10.3847/2515-5172/ad7380","title":"On the Dynamical Erasure of Initial Conditions in Multi-planetary Systems","year":2024,"lang":"en","type":"article","venue":"Research Notes of the AAS","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Observable; Planet; Orbital period; Planetary system; Erasure; Physics; Astrophysics; Work (physics); Neptune; Abundance (ecology); Geology; Astronomy; Computer science; Biology","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":[0.0002630905,0.00007747048,0.0001356477,0.0004471967,0.0004060632,0.0007737749,0.0001797158,0.0002080891,0.002327155],"category_scores_gemma":[0.003536026,0.0001206094,0.0001106306,0.0002626667,0.0004253527,0.0009095143,0.0005630782,0.0003127619,0.0002277715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593132,"about_ca_system_score_gemma":0.000127322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047102,"about_ca_topic_score_gemma":0.003219984,"domain_scores_codex":[0.9999368,0.00001302957,0.000004618049,0.00002084602,0.00001236816,0.0000122964],"domain_scores_gemma":[0.9988387,0.0004163629,0.0003496593,0.0001364156,0.0001099376,0.0001488512],"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":[0.0001977558,0.00004634073,0.9360677,0.00004809794,0.00004107081,0.0005140093,0.00113402,0.006528968,0.02033378,0.007835479,0.0003949075,0.02685791],"study_design_scores_gemma":[0.000002400311,0.00003508096,0.9807439,0.00001373391,0.000007059146,0.0002609322,0.0004264411,0.0132475,0.001969077,0.002507373,0.0007783088,0.000008206241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967636,0.0001046694,0.001007574,0.0001468299,0.00000375697,0.000002325987,0.0001363061,0.00001246492,0.001822393],"genre_scores_gemma":[0.9995992,0.00002644933,0.0001799573,0.000004967108,0.000001862714,0.000001079085,0.00004308974,0.000002007052,0.0001413178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002327155,"threshold_uncertainty_score":0.007785082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068988155859736,"score_gpt":0.4048110219680621,"score_spread":0.2979122063820885,"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."}}