{"id":"W2015305935","doi":"10.1007/s00410-010-0582-3","title":"Viscosity of flux-rich pegmatitic melts","year":2010,"lang":"en","type":"article","venue":"Contributions to Mineralogy and Petrology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Viscosity; Rheology; Flux (metallurgy); Thermodynamics; Supercritical fluid; Reduced viscosity; Silicate; Temperature dependence of liquid viscosity; Mineralogy; Materials science; Pegmatite; Analytical Chemistry (journal); Atmospheric temperature range; Chemistry; Relative viscosity; Metallurgy; Composite material; Chromatography; Organic chemistry","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":[0.0001152474,0.0002499112,0.0001739392,0.0007717994,0.0003930831,0.0008403014,0.0002180476,0.000267897,0.002578208],"category_scores_gemma":[0.0008040507,0.0001606038,0.0001366169,0.0002665503,0.000383383,0.001172837,0.0003904771,0.0004803503,0.0001907366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005142052,"about_ca_system_score_gemma":0.0001337231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112161,"about_ca_topic_score_gemma":0.0005558144,"domain_scores_codex":[0.999929,0.000003972943,0.000003202299,0.00002514649,0.00001684526,0.00002193387],"domain_scores_gemma":[0.9998877,0.00002690252,0.00003444556,0.00000812845,0.00002124725,0.00002154853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007247966,0.00006850802,0.02419437,0.0001052823,0.00004728981,0.0003977868,0.0004955174,0.005447989,0.9467444,0.006884463,0.0006570191,0.0142326],"study_design_scores_gemma":[0.0001078275,0.0002930295,0.1775123,0.0000585521,0.00006832794,0.0006546496,0.0005605347,0.08632609,0.7167404,0.007834035,0.009765689,0.00007862196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945331,0.000241132,0.001793112,0.0001057274,0.00002123015,0.00000812816,0.0003593747,0.00007483525,0.002863376],"genre_scores_gemma":[0.9987374,0.00007729516,0.0002587466,0.00001318432,0.00001276982,0.000002780866,0.0001824383,0.00002638706,0.000688944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002578208,"threshold_uncertainty_score":0.008624911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004389704444879279,"score_gpt":0.2169772275674104,"score_spread":0.2125875231225312,"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."}}