{"id":"W2289546040","doi":"10.2138/am-2000-0716","title":"Boron <i>K-</i> edge XANES of borate and borosilicate minerals","year":2000,"lang":"en","type":"article","venue":"American Mineralogist","topic":"Glass properties and applications","field":"Materials Science","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"XANES; Boron; Chemistry; Borosilicate glass; Crystallography; Analytical Chemistry (journal); Bond length; Spectral line; Crystal structure; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000100843,0.0001472885,0.000284859,0.00002700456,0.00009119157,0.00004344256,0.0002079786,0.00002513755,0.0004898423],"category_scores_gemma":[0.00001921453,0.0001153998,0.00003783301,0.0002150994,0.001034408,0.0001079142,0.00004067244,0.00004750222,0.0001273477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001063581,"about_ca_system_score_gemma":0.00002092126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776224,"about_ca_topic_score_gemma":0.0001381386,"domain_scores_codex":[0.9989703,0.00004670339,0.0002859693,0.000314092,0.0001210335,0.000261928],"domain_scores_gemma":[0.9993215,0.00004328832,0.0001363104,0.0003506768,0.00005463776,0.00009356537],"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":[0.00002896736,0.00005553452,0.00121932,0.0000116757,0.000003599837,0.00000167629,0.0001009134,0.00003078254,0.9777802,0.0004908743,0.007717901,0.01255851],"study_design_scores_gemma":[0.0009303716,0.0008234162,0.04086538,0.00005140918,0.00007882567,0.00006792009,0.0004178268,0.0004612212,0.5464711,0.000517673,0.40841,0.0009048412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884412,0.0003671153,0.00001883226,0.001945522,0.00003011545,0.0001419752,0.00007783122,0.00005857149,0.008918851],"genre_scores_gemma":[0.9933423,0.000336784,0.00190896,0.0005009172,0.00006712007,0.00005248445,0.00001598225,0.0000158458,0.003759644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4313092,"threshold_uncertainty_score":0.7220255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040269851612764,"score_gpt":0.235152127774506,"score_spread":0.2247494292583783,"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."}}