{"id":"W2063536630","doi":"10.1021/cg101318p","title":"Investigation of the Role of Nucleating Agents in MgO−SiO<sub>2</sub>−Al<sub>2</sub>O<sub>3</sub>−SiO<sub>2</sub>−TiO<sub>2</sub> Glasses and Glass-Ceramics: A XANES Study at the Ti K- and L<sub>2,3</sub>-Edges","year":2010,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"Glass properties and applications","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Agence Nationale de la Recherche","keywords":"Nucleation; Materials science; Chemical engineering; Ceramic; Absorption (acoustics); Mineralogy; Chemical physics; Crystallography; Composite material; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.004092936,0.002099183,0.002229813,0.0008149932,0.002393233,0.001088471,0.002510272,0.001042567,0.00002184387],"category_scores_gemma":[0.001721361,0.001692582,0.0005993894,0.002330963,0.003138411,0.00195275,0.002434983,0.001780729,0.0001546615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00053035,"about_ca_system_score_gemma":0.0007641147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202417,"about_ca_topic_score_gemma":0.001640972,"domain_scores_codex":[0.9867349,0.001939479,0.003377324,0.003107281,0.002426407,0.00241464],"domain_scores_gemma":[0.9905025,0.001765984,0.002591274,0.002983748,0.001223909,0.0009325697],"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":[0.0005366234,0.0008162921,0.01092326,0.0005222121,0.0002148805,0.00003177558,0.004568792,0.0003357766,0.9716686,0.0005406345,0.001180922,0.008660218],"study_design_scores_gemma":[0.002763069,0.0008018742,0.05634339,0.0006888619,0.0005229289,0.0001475801,0.003596803,0.002602183,0.9261311,0.004556349,0.0001369962,0.001708878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903564,0.0009758758,0.0003915119,0.0008628556,0.0009355435,0.005513349,0.0003898571,0.000423411,0.0001511663],"genre_scores_gemma":[0.9955346,0.001263104,0.0004022071,0.0005991313,0.0004859662,0.001150523,0.0001123724,0.0004438169,0.000008282974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04553754,"threshold_uncertainty_score":0.9999485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062982553850998,"score_gpt":0.2220493306492268,"score_spread":0.2014195051107169,"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."}}