{"id":"W3086881397","doi":"10.1093/mnras/staa2820","title":"Constraining protoplanetary discs with exoplanetary dynamics: Kepler-419 as an example","year":2020,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Institute for Theoretical Astrophysics; The Scarborough Hospital; University of Toronto","funders":"American University","keywords":"Photoevaporation; Physics; Planet; Protoplanetary disk; Astrophysics; Accretion (finance); Planetary system; Exoplanet; Planetary migration; Astronomy; Apsidal precession; Giant planet; Parameter space; Celestial mechanics; Geometry","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":[0.000291895,0.0004280062,0.0004598415,0.0005208406,0.0006854006,0.000731595,0.0006076875,0.0009662704,0.0007125397],"category_scores_gemma":[0.001201395,0.0002851406,0.0004486174,0.0005714976,0.0003526256,0.0004661779,0.0006872837,0.0004144268,0.0001633619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545113,"about_ca_system_score_gemma":0.000306413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006130298,"about_ca_topic_score_gemma":0.005160781,"domain_scores_codex":[0.9999059,0.00002642411,0.000004971576,0.00003032791,0.00001549913,0.00001674507],"domain_scores_gemma":[0.9994658,0.0002684921,0.00007076007,0.00008231139,0.00003305186,0.00007963071],"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":[0.0007654768,0.0003033364,0.2462669,0.0001571196,0.0002833264,0.002045594,0.0002973406,0.7070264,0.03235402,0.002848063,0.0008000026,0.006852469],"study_design_scores_gemma":[0.0002464135,0.0003074068,0.09073729,0.00002412685,0.00009076551,0.0004195991,0.0003778014,0.8927513,0.009478861,0.002669885,0.002849336,0.00004728794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979432,0.0001106048,0.0009269662,0.00006378556,0.000004036931,0.000006928623,0.0001750142,0.00002567534,0.0007437987],"genre_scores_gemma":[0.998579,0.00004388271,0.0009993619,0.00001385288,0.000005628903,0.000003847608,0.0002086575,0.000006860595,0.0001388803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006130298,"threshold_uncertainty_score":0.01218927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417890233199776,"score_gpt":0.2011708799725358,"score_spread":0.1869919776405381,"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."}}