{"id":"W4387586765","doi":"10.2139/ssrn.4600165","title":"X-Ray Excited Optical Luminescence from Lanthanide Ions in Double Phosphate and Double Silicate Crystalline Hosts","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Luminescence; Lanthanide; Silicate; Phosphate; Ion; Excited state; Materials science; Mineralogy; Inorganic chemistry; Optoelectronics; Chemistry; Physics; Atomic physics; 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00270675,0.0007316283,0.00111276,0.0003322713,0.0002605263,0.0006514756,0.001403954,0.0004695681,0.0001518561],"category_scores_gemma":[0.0001933904,0.0006402343,0.0001560564,0.000311995,0.0003454186,0.0006296851,0.001495882,0.002925336,0.0002369884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201582,"about_ca_system_score_gemma":0.002016278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237025,"about_ca_topic_score_gemma":0.00361686,"domain_scores_codex":[0.992786,0.000144805,0.001296916,0.001311018,0.0007065808,0.003754654],"domain_scores_gemma":[0.9978114,0.0001486384,0.0006608765,0.0008009156,0.0002550163,0.0003231069],"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":[0.001799167,0.0001860601,0.001316343,0.0001343881,0.00008681888,0.0001196616,0.0003599926,0.003022062,0.9894965,0.003063815,0.00006024211,0.0003549186],"study_design_scores_gemma":[0.0135401,0.0007233534,0.005746803,0.002923119,0.0003637655,0.0005299085,0.001867108,0.001086533,0.7380639,0.2310203,0.0007313379,0.003403743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890795,0.00363174,0.00247319,0.001934715,0.001605998,0.0008368814,0.00009124515,0.0002858023,0.00006093811],"genre_scores_gemma":[0.9812627,0.01396906,0.002023916,0.00007749853,0.0006940347,0.000141939,0.0001062985,0.0001497805,0.001574728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2514326,"threshold_uncertainty_score":0.9996049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649036032878373,"score_gpt":0.2722101246525312,"score_spread":0.2457197643237475,"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."}}