{"id":"W2766247384","doi":"10.3847/1538-4357/aa93d7","title":"On the Origin of Banded Structure in Dusty Protoplanetary Disks: HL Tau and TW Hya","year":2017,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Planetesimal; Planet; Physics; Protoplanetary disk; Context (archaeology); Population; Condensation; Astrophysics; Astrobiology; Planetary migration; Protoplanet; Circumstellar disk; Gravitation; Solar System; Planetary system; Astronomy; Geology; Paleontology","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":[0.0001178555,0.000153874,0.0001622841,0.0005273608,0.0004299546,0.0007311768,0.0003275675,0.0003688181,0.00095036],"category_scores_gemma":[0.0003943056,0.0001189052,0.0001391257,0.0002683306,0.0005589784,0.0003673224,0.0004398497,0.0001935008,0.000146844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004578433,"about_ca_system_score_gemma":0.00008537841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002129411,"about_ca_topic_score_gemma":0.001561413,"domain_scores_codex":[0.9999592,0.000004603045,0.00000265627,0.00001297902,0.000006618089,0.00001392638],"domain_scores_gemma":[0.999744,0.00005747828,0.00008099879,0.00001922258,0.00002377389,0.0000745105],"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":[0.0005957184,0.0001802971,0.8162562,0.00006384141,0.00006847198,0.001752287,0.0009806162,0.003222214,0.1661659,0.002689169,0.0001928463,0.007832445],"study_design_scores_gemma":[0.00002342952,0.00008096437,0.9815834,0.000008604834,0.00002682762,0.0005615061,0.0005431268,0.011286,0.004601432,0.0008607806,0.0004155623,0.000008332619],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993743,0.00008867206,0.0001276204,0.00001725163,0.00000115757,0.000002189106,0.00001931704,0.00000316155,0.0003663397],"genre_scores_gemma":[0.9998935,0.00001491671,0.00004405335,0.00000289217,0.00000145976,7.96044e-7,0.00001504652,9.621842e-7,0.00002633078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002129411,"threshold_uncertainty_score":0.004234076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304811994663353,"score_gpt":0.2510813626192405,"score_spread":0.2380332426726069,"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."}}