{"id":"W3135901113","doi":"10.1117/12.2589940","title":"Observation of anti-Stokes-fluorescence cooling in a ZBLAN fiber with a Yb-doped cladding","year":2021,"lang":"en","type":"article","venue":"","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"ZBLAN; Cladding (metalworking); Materials science; Optical fiber; Double-clad fiber; Hard-clad silica optical fiber; Doping; Optics; Fiber laser; Fiber; Analytical Chemistry (journal); Dispersion-shifted fiber; Composite material; Optoelectronics; Fiber optic sensor; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001013817,0.0001006114,0.0002167727,0.00003028884,0.0000330379,0.00003730578,0.0001315058,0.00003629792,0.0006588676],"category_scores_gemma":[0.00002574572,0.00007488831,0.00003212795,0.0002210874,0.0000542802,0.00009067568,0.0001191945,0.00009747822,0.00000689325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001249633,"about_ca_system_score_gemma":0.00005189133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001386813,"about_ca_topic_score_gemma":0.000004453202,"domain_scores_codex":[0.9992384,0.00002247725,0.0002633677,0.0001890034,0.0001025166,0.0001842148],"domain_scores_gemma":[0.9995486,0.00003806262,0.00007184799,0.0002273159,0.00009405221,0.00002010356],"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":[0.000505274,0.0008383036,0.2804381,0.0003920868,0.0002385118,0.00006645916,0.000579186,0.009621984,0.5099239,0.1281555,0.0004945506,0.06874615],"study_design_scores_gemma":[0.001694983,0.0001971111,0.01016692,0.0006766296,0.00004442452,0.00000410974,0.002122487,0.02186927,0.9551145,0.005183072,0.002322737,0.000603738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919999,0.00001758823,0.003937315,0.0001648072,0.00003252667,0.00009345153,0.000007117754,0.00004456725,0.003702789],"genre_scores_gemma":[0.9773762,0.00000410794,0.02217212,0.00002133348,0.00003748832,0.0000104729,0.00001312203,0.00001060983,0.0003546055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451906,"threshold_uncertainty_score":0.7214139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630914982325715,"score_gpt":0.2475448791161416,"score_spread":0.2212357292928844,"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."}}