{"id":"W3103773279","doi":"","title":"STEADY STATE OF DUST DISTRIBUTIONS IN DISK VORTICES: OBSERVATIONAL PREDICTIONS AND APPLICATIONS TO TRANSITIONAL DISKS","year":2016,"lang":"en","type":"article","venue":"","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Vortex; Physics; Mechanics; Drag; Turbulence; Steady state (chemistry); Classical mechanics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004724544,0.00007582265,0.0001099289,0.00004392773,0.0001095747,0.00001152826,0.00004772704,0.000008602417,0.0001092096],"category_scores_gemma":[0.000002428781,0.00005423625,0.00003463217,0.0001785211,0.00006685853,0.0001894135,0.00002786865,0.0000345423,0.00001135714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001645266,"about_ca_system_score_gemma":0.00003024475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006379575,"about_ca_topic_score_gemma":0.00003232959,"domain_scores_codex":[0.9993756,0.00001157205,0.000259203,0.0001233684,0.0001138123,0.0001164562],"domain_scores_gemma":[0.9996182,0.00007229389,0.00005613176,0.00009212414,0.0001019224,0.00005932384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002164106,0.0003550634,0.1678983,0.00001103017,0.00009026126,7.086191e-8,0.000608071,0.0005209981,0.0009154433,0.7915174,0.0004306287,0.03763115],"study_design_scores_gemma":[0.0007816303,0.00004688723,0.9379165,0.00003773318,0.00002747833,1.743429e-7,0.000800002,0.0006444069,0.0002714876,0.05236671,0.006922134,0.0001848096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2650382,0.000005039303,0.7292682,0.0008293853,0.00001350689,0.0002111204,0.003037078,0.00001012413,0.001587329],"genre_scores_gemma":[0.9983779,0.000003630086,0.0009243442,0.00001187164,0.00004723256,0.00022149,0.000137502,0.000004001791,0.0002720199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7700183,"threshold_uncertainty_score":0.221169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537983609631492,"score_gpt":0.2666400977089637,"score_spread":0.2412602616126488,"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."}}