{"id":"W4380906427","doi":"10.2139/ssrn.4481705","title":"Engineering Near-Infrared Luminescence with Tri-Doped Tellurite Glasses for Amplification Over C, L and U Telecommunication Bands","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Luminescence; Infrared; Doping; Telecommunications; Optoelectronics; Materials science; Optics; Computer science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001826026,0.000410168,0.0003429459,0.0002397253,0.0004246429,0.0008030281,0.0004872729,0.000510914,0.002685582],"category_scores_gemma":[0.000225062,0.0003135812,0.0003990204,0.0003427495,0.0006096889,0.0008443221,0.0006964052,0.000442122,0.001296157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007689452,"about_ca_system_score_gemma":0.0003773671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008262607,"about_ca_topic_score_gemma":0.001833394,"domain_scores_codex":[0.9998717,0.0000110831,0.000006732146,0.00002610005,0.00004108292,0.00004330677],"domain_scores_gemma":[0.9998804,0.00003621565,0.00003582019,0.00001212081,0.00001516871,0.00002024514],"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":[0.00008113085,0.00003323398,0.0002540181,0.0001381,0.00001077564,0.00008353357,0.0001301775,0.001228149,0.9839124,0.008126056,0.0003053047,0.005696959],"study_design_scores_gemma":[0.00002168324,0.0002004254,0.0003766441,0.00002422632,0.00002342674,0.0001283833,0.00009071577,0.01741448,0.9734258,0.001687162,0.006578869,0.00002807872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036368,0.003140961,0.04953473,0.001092348,0.0001879411,0.00008450077,0.0001496314,0.0007892004,0.04138398],"genre_scores_gemma":[0.9794821,0.0009451264,0.01238328,0.00009619138,0.00003114692,0.00003525298,0.00005493772,0.0001046505,0.006867294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002685582,"threshold_uncertainty_score":0.008984149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964123284167271,"score_gpt":0.2492824042700153,"score_spread":0.2296411714283426,"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."}}