{"id":"W2053756325","doi":"10.1029/2008jb005819","title":"Volatile bubble growth in a decompressing magmatic system: A many‐bubble model","year":2009,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bubble; Supersaturation; Magma; RADIUS; Growth rate; Geology; Advection; Mechanics; Magma chamber; Constant (computer programming); Decompression; Physics; Thermodynamics; Geometry; Volcano; Mathematics","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":[0.0002466979,0.0004811287,0.0009103479,0.0004079725,0.0006387871,0.0008674957,0.001192051,0.001642774,0.001889517],"category_scores_gemma":[0.0006284309,0.0003546193,0.0007170413,0.0002656816,0.001145218,0.001107155,0.000846,0.0007705744,0.0001712042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000856189,"about_ca_system_score_gemma":0.0007447114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312377,"about_ca_topic_score_gemma":0.00345625,"domain_scores_codex":[0.9999373,0.0000161788,0.000003445431,0.00001161746,0.00001362459,0.00001781203],"domain_scores_gemma":[0.9997552,0.00008816927,0.0000455566,0.00001811606,0.00003087665,0.00006208034],"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":[0.00008839376,0.00004933,0.001048717,0.00003811018,0.00002640042,0.0002883628,0.000102864,0.9603962,0.00747913,0.02908561,0.0002838115,0.001112935],"study_design_scores_gemma":[0.00001867413,0.00001374619,0.0001329655,0.000001401074,0.000004252037,0.00001343039,0.00001041934,0.997758,0.0002261883,0.001705025,0.000111278,0.000004759604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049378,0.0006166741,0.07782485,0.0009061087,0.00009318789,0.00006896369,0.0002892014,0.0002111883,0.01505196],"genre_scores_gemma":[0.9900259,0.0002532057,0.004683651,0.00007445675,0.00003859827,0.00007812606,0.0001072056,0.00003893369,0.00469997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312377,"threshold_uncertainty_score":0.02609479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342181030449224,"score_gpt":0.3342724843290226,"score_spread":0.2908506740245304,"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."}}