{"id":"W3121697496","doi":"","title":"Viscosity of Magmatic liquids: a model.","year":2007,"lang":"en","type":"article","venue":"Iris (Roma Tre University)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Silicate; Viscosity; Anhydrous; Thermodynamics; Magma; Crystallization; Mineralogy; Materials science; Chemistry; Geology; Geochemistry; Organic chemistry; Physics; Volcano","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":[0.0006534751,0.001691061,0.0008621933,0.000979878,0.0006596329,0.001919721,0.003186034,0.00364899,0.005652185],"category_scores_gemma":[0.002122561,0.0008541014,0.00187217,0.0008434023,0.00144674,0.004527119,0.001370381,0.002085886,0.003669832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462301,"about_ca_system_score_gemma":0.001044965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005118787,"about_ca_topic_score_gemma":0.001779427,"domain_scores_codex":[0.9995288,0.00009100031,0.00002126439,0.0001663069,0.0001470876,0.00004575001],"domain_scores_gemma":[0.9994149,0.0002342064,0.0001265057,0.00006673556,0.000116651,0.00004096242],"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":[0.00005836822,0.0001310265,0.0009538716,0.0003750539,0.00006330574,0.0001682578,0.0002205939,0.6821882,0.00664202,0.2744018,0.009508004,0.02528946],"study_design_scores_gemma":[0.00001688201,0.00002386459,0.0002017788,0.00002539699,0.00001316144,0.00007850716,0.00001054197,0.9300012,0.0005622955,0.05571048,0.01333504,0.00002081649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04192442,0.01320083,0.8342668,0.007893867,0.001194768,0.0003840757,0.002749881,0.001330919,0.09705447],"genre_scores_gemma":[0.7074711,0.01189863,0.1274306,0.002184196,0.001827191,0.001965251,0.002979537,0.0009257328,0.1433178],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005652185,"threshold_uncertainty_score":0.01890844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058146566154439,"score_gpt":0.1695441341206013,"score_spread":0.1589626684590569,"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."}}