{"id":"W7038288550","doi":"","title":"Geochemical and textural indicators of syn-eruptive degassing during recent rhyolitic eruptions","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AXA Research Fund; Horizon 2020 Framework Programme; Victoria University; Victoria University of Wellington; Natural Sciences and Engineering Research Council of Canada; European Commission; McGill University","keywords":"Rhyolite; Silicic; Magma; Volcano; Trace element; Breccia; Lava; Volcanic Gases","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001270553,0.0001726066,0.000132218,0.001184884,0.0002042296,0.000632077,0.0001455924,0.0002645386,0.001541252],"category_scores_gemma":[0.0003290473,0.0001215211,0.00008590549,0.0007389241,0.0002205452,0.0002174042,0.0002224607,0.0001638192,0.00036917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250575,"about_ca_system_score_gemma":0.0001030282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008097751,"about_ca_topic_score_gemma":0.02238042,"domain_scores_codex":[0.9999229,0.000004058719,0.000005808304,0.00002907383,0.0000230569,0.00001516442],"domain_scores_gemma":[0.999785,0.0000291361,0.0000919552,0.00001382411,0.00005053084,0.00002953792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001338173,0.00002046017,0.9092835,0.00009509897,0.00004644439,0.0002568762,0.001241321,0.0004726257,0.07240728,0.0002008922,0.0003500101,0.01549168],"study_design_scores_gemma":[4.726831e-7,0.00001316765,0.9975272,0.000004420338,0.000005443339,0.00008357254,0.000163802,0.00009018397,0.001584006,0.00001011304,0.0005158511,0.000001917422],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972728,0.0002259903,0.00007755501,0.00001067318,0.000001389604,0.000003977633,0.0006312446,0.00001128392,0.001765119],"genre_scores_gemma":[0.9984219,0.0001678592,0.0001646282,0.000004867662,0.000003850585,0.000003778883,0.0005069589,0.000006020352,0.0007200795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008097751,"threshold_uncertainty_score":0.01610118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161193384906426,"score_gpt":0.2387114106846238,"score_spread":0.2270994768355596,"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."}}