{"id":"W4221116913","doi":"10.1117/12.2615738","title":"Anti-Stokes cooling in silica and nanoparticle-doped silicate fibers","year":2022,"lang":"en","type":"article","venue":"","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Nanoparticle; Silicate; Doping; Optoelectronics; Nanotechnology; Chemical engineering; Engineering","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":[0.0001954722,0.0002341271,0.0001449731,0.0001784919,0.0001950624,0.000168524,0.0002029819,0.000202751,0.0004374511],"category_scores_gemma":[0.0002297342,0.0001610708,0.0001919647,0.0001026262,0.0003296473,0.0002491437,0.0001466516,0.0001456937,0.0001167959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311835,"about_ca_system_score_gemma":0.0002613263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441774,"about_ca_topic_score_gemma":0.003998519,"domain_scores_codex":[0.9998748,0.00001075263,0.00000680901,0.00003778268,0.00004623874,0.0000235811],"domain_scores_gemma":[0.999809,0.00003270781,0.0000749824,0.0000167478,0.00005074192,0.00001582507],"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":[0.00003293321,0.000004549872,0.0002944631,0.00002225862,0.000003377163,0.00002136856,0.0000325704,0.0003082711,0.9986961,0.00008489526,0.00001395796,0.0004852471],"study_design_scores_gemma":[0.000005078346,0.00006462073,0.001463366,0.000002819921,0.000003857078,0.00002934295,0.00001268227,0.001927546,0.9959697,0.00001158812,0.0005047498,0.000004794505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998398,0.0001478314,0.0009495566,0.00001011586,0.000006553078,0.000006088988,0.0000326601,0.00002079803,0.0004283521],"genre_scores_gemma":[0.9955536,0.0001708086,0.003261787,0.000006120697,0.000004671886,0.00001424422,0.0000399045,0.00001233536,0.0009366274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002441774,"threshold_uncertainty_score":0.004855096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440848056458358,"score_gpt":0.234270445626204,"score_spread":0.2198619650616204,"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."}}