{"id":"W2166182932","doi":"10.1093/mnras/stv712","title":"Gap formation and stability in non-isothermal protoplanetary discs","year":2015,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"University of Toronto; Compute Canada; Government of Ontario; Canadian Institute for Theoretical Astrophysics","keywords":"Physics; Vortex; Adiabatic process; Instability; Planet; Isothermal process; Astrophysics; Omega; Wavenumber; Mechanics; Thermodynamics; Optics","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":[0.0001334497,0.0001530385,0.0001598476,0.000278751,0.0003258009,0.0005129378,0.0002894185,0.0002089291,0.0003791394],"category_scores_gemma":[0.001380162,0.0001529167,0.0001825986,0.0001317153,0.0006259296,0.000368121,0.0004117192,0.000214587,0.00005364028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006423187,"about_ca_system_score_gemma":0.000215241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657684,"about_ca_topic_score_gemma":0.001044918,"domain_scores_codex":[0.9999636,0.000006693487,0.00000300351,0.000008921072,0.000007768936,0.0000100115],"domain_scores_gemma":[0.9996494,0.0001247296,0.0001205166,0.00002984058,0.00002292771,0.00005271102],"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":[0.0005750782,0.000147637,0.1818766,0.0001764159,0.00009330208,0.000764214,0.0007900508,0.652153,0.1443729,0.009638691,0.0003135562,0.009098664],"study_design_scores_gemma":[0.00008848567,0.0001976859,0.1172369,0.00001587297,0.00002776246,0.0002510672,0.0002272566,0.8528369,0.02332422,0.005328057,0.0004420269,0.00002379099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991461,0.00004990632,0.0004149213,0.00001690912,9.268911e-7,0.000001943493,0.00001404264,0.00001005295,0.0003451966],"genre_scores_gemma":[0.9997887,0.00001983933,0.0001311463,0.000002188782,7.984376e-7,0.000001589895,0.00001345662,0.000002451093,0.00003980655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002657684,"threshold_uncertainty_score":0.005284488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470858135934375,"score_gpt":0.2154805162644009,"score_spread":0.2007719349050571,"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."}}