{"id":"W4318975383","doi":"10.1016/j.jnoncrysol.2023.122173","title":"Niobium incorporation into rare-earth doped aluminophosphate glasses: Structural characterization, optical properties, and luminescence","year":2023,"lang":"en","type":"article","venue":"Journal of Non-Crystalline Solids","topic":"Glass properties and applications","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Companhia Brasileira de Metalurgia e Mineração; Financiadora de Estudos e Projetos; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Université Laval","keywords":"Niobium; Electronegativity; Materials science; Luminescence; Raman spectroscopy; Doping; Analytical Chemistry (journal); Infrared; Phosphate glass; Band gap; Photoluminescence; Chemistry; Optics; Optoelectronics","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":[0.0005030256,0.0002076937,0.000350182,0.0001376042,0.0002643363,0.0002670991,0.0002878656,0.00008936101,0.00006297331],"category_scores_gemma":[0.0001114317,0.0001494586,0.00006594865,0.0003803331,0.0002063297,0.0008417317,0.0001571538,0.0001869451,0.00004274618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004284611,"about_ca_system_score_gemma":0.0002151489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002486217,"about_ca_topic_score_gemma":0.00001193078,"domain_scores_codex":[0.9981614,0.00005248332,0.0007909921,0.0002565064,0.0004324629,0.0003061605],"domain_scores_gemma":[0.9985612,0.00003065359,0.0004861468,0.0002228251,0.0005029945,0.0001961694],"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":[0.0001027344,0.00002990291,0.0007287354,0.00007642098,0.00001121662,0.00001960708,0.0004423257,0.0002025512,0.9970635,0.0001390078,0.0002277443,0.0009563174],"study_design_scores_gemma":[0.002488977,0.00103971,0.09255341,0.0004936488,0.0001250723,0.000454578,0.0008745348,0.04597053,0.8429676,0.001129888,0.01103407,0.0008679213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943842,0.0000887155,0.003146913,0.001612452,0.000389636,0.0002739115,0.00001365547,0.00005230252,0.00003820793],"genre_scores_gemma":[0.9954363,0.0001838894,0.003116076,0.000138414,0.0005340843,0.00001762177,0.00003559883,0.0000280854,0.0005099195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540958,"threshold_uncertainty_score":0.6094746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952154682697106,"score_gpt":0.245613312424475,"score_spread":0.2260917655975039,"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."}}