{"id":"W2121612392","doi":"10.1086/521997","title":"Bubble Wrap for Bullets: The Stability Imparted by a Thin Magnetic Layer","year":2007,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cluster (spacecraft); Shear (geology); Layer (electronics); Magnetic field; Core (optical fiber); Bubble; Thin layer; Mechanics; Instability; Physics; Wavelength; Granular layer; Work (physics); Condensed matter physics; Materials science; Optics; Nanotechnology; Composite material; Thermodynamics; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001209183,0.0001769591,0.0001892965,0.0000257129,0.0004995313,0.0002019614,0.0006461947,0.00002470159,0.03215131],"category_scores_gemma":[0.00002831398,0.00009107889,0.0002309144,0.000180866,0.0002197239,0.00002729999,0.0001389224,0.0006391734,0.00007472766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000155755,"about_ca_system_score_gemma":0.00009554102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760472,"about_ca_topic_score_gemma":0.000008128565,"domain_scores_codex":[0.9981421,0.0001528212,0.0003686474,0.0001908908,0.0005234813,0.0006220285],"domain_scores_gemma":[0.998466,0.00060892,0.000131206,0.0004124126,0.000188638,0.0001928471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006773183,0.0009597999,0.001307978,0.00001152305,0.0001621935,0.0000040114,0.0008261738,0.00003084296,0.2890139,0.009273803,0.1958866,0.5018459],"study_design_scores_gemma":[0.008456739,0.003839629,0.04497683,0.00006224649,0.0003513788,0.00002897517,0.009585358,0.01153912,0.04790017,0.0240133,0.8482379,0.001008331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023653,0.0001070132,0.07498872,0.01527249,0.0001898779,0.0009547428,0.00006258424,0.00002089908,0.006038432],"genre_scores_gemma":[0.9956263,0.000002480753,0.0007420225,0.0001934777,0.0009398676,0.00004232724,0.000008109823,0.00001684311,0.002428514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6523514,"threshold_uncertainty_score":0.9687334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691808529699741,"score_gpt":0.2764406257010346,"score_spread":0.2595225404040372,"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."}}