{"id":"W2094905815","doi":"10.1117/12.2040088","title":"Direct measurement of laser cooling of Yb:YAG crystal at atmospheric pressure using a fiber Bragg grating","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Fiber Bragg grating; Materials science; Optics; Optoelectronics; Fiber laser; Laser; Atmospheric pressure; Temperature measurement; Optical fiber; PHOSFOS; Crystal (programming language); Fiber; Fiber optic sensor; Plastic optical fiber; Physics; Composite material","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":[0.0002399606,0.0004439641,0.0002711223,0.0002100527,0.0003442222,0.0003677845,0.00055536,0.0003506361,0.000973714],"category_scores_gemma":[0.0005992217,0.0002714461,0.0001433112,0.0003094931,0.0006410797,0.0003887472,0.0004099446,0.0005562945,0.0002867023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006153164,"about_ca_system_score_gemma":0.000359891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002225265,"about_ca_topic_score_gemma":0.001815463,"domain_scores_codex":[0.999576,0.00002654251,0.00001366237,0.000111061,0.0002213038,0.00005141343],"domain_scores_gemma":[0.9996215,0.0001392321,0.00008454761,0.000029445,0.00009563173,0.00002946697],"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":[0.0000377548,0.000007978818,0.0009159829,0.00002455896,0.00000503164,0.00002429447,0.00003159195,0.00007553852,0.9980085,0.00002931339,0.00003030679,0.000809192],"study_design_scores_gemma":[0.000008520611,0.00008824587,0.007156538,0.000004213007,0.000007438929,0.00006262877,0.00002068737,0.001653949,0.9905547,0.0000129958,0.0004244071,0.000005638352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928925,0.0004392179,0.005161513,0.00005556008,0.00001818916,0.00002402488,0.0003005123,0.0001080549,0.00100044],"genre_scores_gemma":[0.9946547,0.0004095903,0.00393723,0.00002655468,0.00002211228,0.00004613545,0.0002615123,0.00004287288,0.0005993745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002225265,"threshold_uncertainty_score":0.004464447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432059944652338,"score_gpt":0.2190511505704157,"score_spread":0.2047305511238923,"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."}}