{"id":"W2327579184","doi":"10.1364/wsof.2015.ww3a.5","title":"Ytterbium-doped oxyfluoride nano-glass-ceramic fibers for laser cooling","year":2015,"lang":"en","type":"article","venue":"","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Ytterbium; Materials science; Doping; Ceramic; Photoluminescence; Crucible (geodemography); Laser; Nano-; Fiber laser; Optoelectronics; Transparent ceramics; Composite material; Optics; Fiber","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":[0.0002265298,0.0003761259,0.000261916,0.0004365414,0.0004372604,0.0002971681,0.0003353009,0.0003322157,0.001217084],"category_scores_gemma":[0.0002747662,0.0002606095,0.0002146189,0.0002515899,0.0002772844,0.0003674529,0.0001855098,0.0003300221,0.0003293932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006393697,"about_ca_system_score_gemma":0.0007001557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812558,"about_ca_topic_score_gemma":0.009957108,"domain_scores_codex":[0.9998535,0.000008530918,0.000009334053,0.00004202369,0.00005550552,0.00003109527],"domain_scores_gemma":[0.9997689,0.00003827506,0.0000605776,0.00003081568,0.00006773721,0.00003382063],"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":[0.00004459044,0.00001237683,0.0001954487,0.00005999219,0.000003176493,0.0000331782,0.00001917323,0.0001381375,0.9978605,0.0002303693,0.00005251734,0.001350497],"study_design_scores_gemma":[0.00001438324,0.00007806841,0.001717538,0.000008729087,0.000009131541,0.00008732339,0.00001795457,0.0009819948,0.9952049,0.00003298008,0.001838353,0.000008693564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896758,0.0007682522,0.00709214,0.00005020504,0.00006822997,0.0000701389,0.0003183529,0.0001031922,0.001853661],"genre_scores_gemma":[0.9826026,0.0006589768,0.01483205,0.00001612801,0.0000165768,0.00008320951,0.0002593001,0.0000367073,0.001494386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002812558,"threshold_uncertainty_score":0.005592406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582606689640136,"score_gpt":0.2710479396998939,"score_spread":0.2352218728034925,"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."}}