{"id":"W3126437735","doi":"10.1093/mnras/stab313","title":"Dust traps and the formation of cavities in transition discs: a millimetre to sub-millimetre comparison survey","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"National Institutes of Natural Sciences; Australian Research Council; Science and Technology Facilities Council; Université de Lyon; National Astronomical Observatory of Japan; National Science Council; European Commission; Commonwealth Scientific and Industrial Research Organisation; Institut des Origines de Lyon; Australian Government; Agence Nationale de la Recherche; Korea Astronomy and Space Science Institute; National Aeronautics and Space Administration; National Radio Astronomy Observatory; Government of Canada; National Science Foundation","keywords":"Millimeter; Physics; Astrophysics; Brightness; RADIUS; Submillimeter Array; Telescope; Astronomy; Star formation; James Clerk Maxwell Telescope; Stars","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":[0.0001706139,0.0001013402,0.0001598029,0.0007301539,0.0002467515,0.0004550486,0.0002225969,0.0002044293,0.000923463],"category_scores_gemma":[0.0004633328,0.0001183445,0.0001710192,0.0005120702,0.0001967441,0.0002593639,0.0005582112,0.0001431307,0.0002107307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321309,"about_ca_system_score_gemma":0.00008927371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003478553,"about_ca_topic_score_gemma":0.006291723,"domain_scores_codex":[0.9999012,0.00001116293,0.000006232038,0.00003549891,0.00002118373,0.00002470311],"domain_scores_gemma":[0.9992791,0.0001321221,0.000298994,0.00006826464,0.00008775985,0.0001337465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001774156,0.00004496863,0.9764168,0.00002033866,0.00002623147,0.0001657137,0.0003472167,0.0002479614,0.01570976,0.0001102284,0.000152241,0.006581046],"study_design_scores_gemma":[0.000002261124,0.00001903766,0.9989399,0.000001287206,0.000003610686,0.00006912152,0.00007990268,0.0002547926,0.0004405224,0.00001609038,0.0001722069,0.000001192499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995013,0.0000287213,0.0001113797,0.000005532173,3.431738e-7,0.000001757583,0.0001194213,0.000007614925,0.0002239243],"genre_scores_gemma":[0.9995157,0.00001163131,0.0001808984,0.000004123794,0.000001264206,0.000001556239,0.0001906213,0.000001798309,0.00009244147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003478553,"threshold_uncertainty_score":0.006916642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132546547141161,"score_gpt":0.2202769508908488,"score_spread":0.2089514854194372,"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."}}