{"id":"W2809779067","doi":"10.1007/s12200-018-0815-z","title":"Photonic properties of novel Yb3+ doped germanium-lead oxyfluoride glass-ceramics for laser cooling applications","year":2018,"lang":"en","type":"article","venue":"Frontiers of Optoelectronics","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Materials science; Photoluminescence; Laser; Laser cooling; Ceramic; Optoelectronics; Photon upconversion; Photonics; Ytterbium; Quantum yield; Fiber Bragg grating; Doping; Wavelength; Optics; Fluorescence; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001770449,0.0003006086,0.0001799046,0.0004085096,0.0002409046,0.0003291546,0.0002138633,0.0002461974,0.0008664726],"category_scores_gemma":[0.0002120109,0.0001810735,0.0002222466,0.0003305464,0.0002386002,0.0001790065,0.0001298582,0.0001774913,0.0001721028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004810826,"about_ca_system_score_gemma":0.0003674718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327834,"about_ca_topic_score_gemma":0.005180472,"domain_scores_codex":[0.9998512,0.000009396884,0.000007924176,0.00003327109,0.00006420171,0.00003402477],"domain_scores_gemma":[0.9998807,0.00001897926,0.00003423324,0.000006576593,0.00004031219,0.00001927764],"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":[0.00005801813,0.000007449231,0.0003712705,0.00006175161,0.000007656812,0.00003890869,0.00002754724,0.0002344705,0.9981326,0.00005851902,0.00007749673,0.0009243131],"study_design_scores_gemma":[0.000013459,0.0001257159,0.006575875,0.000006932964,0.00002317724,0.00009448288,0.00004611728,0.001674548,0.9902024,0.00001543123,0.001208761,0.00001314923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976754,0.000643235,0.0006589324,0.00003555393,0.00002026376,0.00001229316,0.0002120078,0.00004103551,0.0007012937],"genre_scores_gemma":[0.9977316,0.0003139937,0.0009344848,0.00001438172,0.000006272838,0.00001532501,0.0002089205,0.0000174255,0.0007576122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00327834,"threshold_uncertainty_score":0.006518543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817293645920406,"score_gpt":0.2522367347429843,"score_spread":0.2340637982837802,"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."}}