{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001694352,0.000177959,0.0004839223,0.0000747934,0.0002015013,0.0003032802,0.0007387525,0.0000794031,0.000163065],"category_scores_gemma":[0.0004256672,0.0001408031,0.0001373806,0.0006643973,0.0001474394,0.000662106,0.0001021515,0.000596863,0.0001778732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213075,"about_ca_system_score_gemma":0.0003495708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001592967,"about_ca_topic_score_gemma":0.000009147308,"domain_scores_codex":[0.9964237,0.0003991458,0.00078674,0.0002736608,0.001407644,0.0007091506],"domain_scores_gemma":[0.99809,0.0003298569,0.0002919766,0.0002938296,0.0006443762,0.0003499291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009177689,0.001513815,0.0008081515,0.0004585567,0.00002836993,0.0002182733,0.001948629,0.004633431,0.9320621,0.04635204,0.006875149,0.004183723],"study_design_scores_gemma":[0.004320256,0.00213167,0.03463454,0.002148701,0.00004999172,0.0001343577,0.004670991,0.631348,0.06705683,0.2522667,0.00041967,0.0008183577],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882063,0.0003622168,0.00367304,0.0005438398,0.0001007043,0.0002282899,0.000003150394,0.00003400344,0.006848508],"genre_scores_gemma":[0.9917045,0.00001993668,0.007300211,0.00006820532,0.0002292922,0.0000107927,6.510823e-7,0.00001917091,0.0006472781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8650053,"threshold_uncertainty_score":0.5741782,"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."}}