{"id":"W2128327191","doi":"10.1139/cjc-2014-0248","title":"Spectroscopic studies of oxygen speciation in potassium silicate glasses and melts","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Glass properties and applications","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Potassium silicate; X-ray photoelectron spectroscopy; Silicate; Chemistry; NMR spectra database; Spectral line; Natural bond orbital; Oxide; Oxygen; Analytical Chemistry (journal); Potassium; Nuclear magnetic resonance; Density functional theory; Computational chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001722454,0.0002938417,0.0003335318,0.0007213284,0.0003676758,0.0003328761,0.0002606311,0.0003307472,0.001175802],"category_scores_gemma":[0.0004466806,0.0002403989,0.0002136758,0.0003842104,0.0003068288,0.0003974029,0.0003301984,0.0003361045,0.0001671987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004261276,"about_ca_system_score_gemma":0.0001797136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003435796,"about_ca_topic_score_gemma":0.003462372,"domain_scores_codex":[0.9998189,0.00001053393,0.00001645579,0.00004696489,0.0000639341,0.00004338864],"domain_scores_gemma":[0.99985,0.00002577154,0.00003892318,0.000009139538,0.00005858936,0.0000173621],"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":[0.0001134167,0.000006777147,0.001929536,0.00005297399,0.000008001057,0.00003086756,0.0001229794,0.0001286233,0.9958966,0.00005311017,0.000018585,0.001638648],"study_design_scores_gemma":[0.00001133858,0.0002225601,0.02227959,0.00002252146,0.00002723483,0.0001325014,0.0003481497,0.001910329,0.9727496,0.0001004706,0.002180433,0.0000152986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974551,0.0005043691,0.0008032807,0.00002416425,0.00001031245,0.00001063132,0.0002397585,0.00003813273,0.0009142517],"genre_scores_gemma":[0.9969426,0.0003615433,0.0009782432,0.00002258473,0.000008278143,0.00001642863,0.000397053,0.00003680215,0.001236474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003435796,"threshold_uncertainty_score":0.006831586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700690321559557,"score_gpt":0.239634463250468,"score_spread":0.2226275600348724,"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."}}