{"id":"W4322494096","doi":"10.3847/1538-4357/acb6ff","title":"Simple Physics and Integrators Accurately Reproduce Mercury Instability Statistics","year":2023,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"National Aeronautics and Space Administration","keywords":"Physics; Instability; Solar System; Planet; Exoplanet; Astrophysics; Statistical physics; Astronomy; Quantum mechanics","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":[0.001225416,0.0005468469,0.0008858058,0.0008038259,0.0008626982,0.0009165686,0.001344855,0.0009252928,0.002053556],"category_scores_gemma":[0.007511424,0.0003938456,0.0008682015,0.0005419073,0.0007364131,0.00131746,0.0006671631,0.001092209,0.0003506592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009222504,"about_ca_system_score_gemma":0.001466605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01717479,"about_ca_topic_score_gemma":0.01334304,"domain_scores_codex":[0.9996967,0.00007846708,0.00002574927,0.00006584856,0.00008089244,0.00005236135],"domain_scores_gemma":[0.9978977,0.0009201707,0.0002222178,0.000484987,0.0003274943,0.0001473613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004005365,0.00007600543,0.00887653,0.00004877093,0.0000716179,0.00007883982,0.0000684476,0.9762215,0.001617842,0.007019463,0.001023285,0.004857693],"study_design_scores_gemma":[0.00001280402,0.00001342306,0.000985223,0.000004196488,0.000007257854,0.0000075502,0.000008288066,0.9959031,0.000362987,0.002443027,0.0002443638,0.000007843578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938407,0.0002159097,0.09436408,0.0004357589,0.0001463235,0.00009299028,0.001265299,0.001871957,0.007767092],"genre_scores_gemma":[0.978834,0.00005942614,0.01940748,0.00006803826,0.00002812478,0.00006554542,0.0007562183,0.0002089447,0.0005722546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01717479,"threshold_uncertainty_score":0.03414965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717678296787131,"score_gpt":0.2751560641694973,"score_spread":0.247979281201626,"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."}}