{"id":"W4286471245","doi":"10.1017/s1431927622003166","title":"The Origin of 2.98eV Cathodoluminescence Emission in Quartz and its Relation to Structural Defects and Ti Content","year":2022,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Microbeam; Cathodoluminescence; Relation (database); Library science; Art history; History; Physics; Computer science; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003509459,0.0001013182,0.0002167668,0.00008381758,0.0003406411,0.0000326863,0.000095103,0.00002974858,0.0002570275],"category_scores_gemma":[0.00007235429,0.00006453019,0.00004247907,0.0004280586,0.00007786859,0.00005030558,0.00005856569,0.0001195109,0.000001844928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004580818,"about_ca_system_score_gemma":0.000009400323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002827474,"about_ca_topic_score_gemma":0.002588137,"domain_scores_codex":[0.999087,0.0001242976,0.0002300903,0.000268744,0.0001123372,0.0001775674],"domain_scores_gemma":[0.9995383,0.0001766207,0.00007709167,0.00008535841,0.00002828333,0.00009433836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007580381,0.000005477546,0.7533004,0.00001157882,0.00001742004,0.000002342396,0.000307695,0.0001585874,0.2418857,0.00001738493,0.0000239955,0.004193643],"study_design_scores_gemma":[0.0002581378,0.0001288657,0.9703301,0.00001379467,0.0001071587,0.00001586409,0.0007560765,0.004782722,0.02215883,0.000684715,0.0006037215,0.0001600172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991663,0.007621103,0.00001057087,0.0005149947,0.00002317396,0.00009239071,0.0000349975,0.000004401443,0.0000354073],"genre_scores_gemma":[0.9990749,0.0003201812,0.0002192184,0.000105755,0.000007016264,0.000001947761,0.00003261406,0.000001145944,0.0002371737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2197269,"threshold_uncertainty_score":0.4274314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192125211519529,"score_gpt":0.2412486728238115,"score_spread":0.2193274207086162,"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."}}