{"id":"W6949847462","doi":"10.5281/zenodo.4779056","title":"Quantifying the Effects of Weak Stellar Flybys on the Solar System","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Solar System; Planetary system; Neptune; Planet; Cascade; Exoplanet; Orbit (dynamics); Stability (learning theory)","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":[0.0008188296,0.0004141114,0.0003045465,0.0005153076,0.000362338,0.000582667,0.000348838,0.0006539237,0.0008320156],"category_scores_gemma":[0.006705333,0.0002953607,0.0003728834,0.0003509924,0.0005855478,0.0009663007,0.0009162478,0.0005546142,0.00009674559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006397832,"about_ca_system_score_gemma":0.0002733612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008162361,"about_ca_topic_score_gemma":0.007638717,"domain_scores_codex":[0.9997775,0.00006921208,0.00001613015,0.00005404784,0.00003655239,0.0000465267],"domain_scores_gemma":[0.9970131,0.001783788,0.0004960362,0.0002363996,0.000144123,0.0003263958],"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":[0.0005229895,0.0002296181,0.4810162,0.0001024436,0.0003868841,0.0003936065,0.0002051769,0.4725008,0.03255634,0.00197297,0.0003648377,0.00974798],"study_design_scores_gemma":[0.00003200582,0.0005119949,0.361186,0.00001574373,0.0001190626,0.0001778998,0.000237588,0.6273067,0.008872198,0.00121885,0.0002825432,0.00003939708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991009,0.00003204627,0.0004205467,0.0000274959,0.000002222484,0.000002403129,0.00005158491,0.000008391775,0.0003542824],"genre_scores_gemma":[0.9997639,0.0000134199,0.000130473,0.000004739471,0.000001519121,9.939341e-7,0.00004864496,0.000003446582,0.00003277228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008162361,"threshold_uncertainty_score":0.01622969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751244657208531,"score_gpt":0.2197978511034928,"score_spread":0.1922854045314074,"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."}}