{"id":"W1970064559","doi":"10.1016/j.gca.2013.11.010","title":"The role of Al3+ on rheology and structural changes in sodium silicate and aluminosilicate glasses and melts","year":2013,"lang":"en","type":"article","venue":"Geochimica et Cosmochimica Acta","topic":"Glass properties and applications","field":"Materials Science","cited_by":286,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aluminosilicate; Alkali metal; Silicate; Raman spectroscopy; Sodium aluminosilicate; Viscosity; Glass transition; Ion; Aluminium; Sodium silicate; Rheology; Chemistry; Materials science; Inorganic chemistry; Mineralogy; Catalysis; Metallurgy; Organic chemistry; Polymer","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":[0.000192407,0.0001431119,0.0001295744,0.0002625405,0.0002197989,0.0004187953,0.0001990681,0.0002305026,0.00186201],"category_scores_gemma":[0.000336795,0.0001360677,0.0001486015,0.0001441936,0.0004572479,0.0004035021,0.0001643241,0.0001848172,0.0002493773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077979,"about_ca_system_score_gemma":0.0001535874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407883,"about_ca_topic_score_gemma":0.001102265,"domain_scores_codex":[0.9999266,0.0000159416,0.000009333017,0.00001442392,0.00001265711,0.00002117008],"domain_scores_gemma":[0.9998393,0.0000683508,0.00002903239,0.00001176481,0.00003098598,0.00002048568],"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":[0.002281104,0.00005290041,0.004647618,0.00006156691,0.00002090563,0.0001312785,0.0001479156,0.0004999298,0.9869105,0.0002856826,0.0000998239,0.004860721],"study_design_scores_gemma":[0.00006691188,0.0004629894,0.03009208,0.000008076607,0.00003511629,0.00016001,0.0002861559,0.006115023,0.9612349,0.0003897758,0.001130005,0.00001906068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989657,0.0002559711,0.0001111462,0.00003744142,0.000006194746,0.000002537027,0.0000734287,0.00001270844,0.0005347623],"genre_scores_gemma":[0.9995046,0.00006306435,0.0000562373,0.00001192955,0.000003201767,0.00000146082,0.00005553559,0.000006028903,0.0002980348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00186201,"threshold_uncertainty_score":0.006229103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007969083723966083,"score_gpt":0.222795395975019,"score_spread":0.2148263122510529,"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."}}