{"id":"W3162079543","doi":"10.1364/optica.425115","title":"Radiation-balanced silica fiber laser","year":2021,"lang":"en","type":"article","venue":"Optica","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Analytical Chemistry (journal); Materials science; Chemistry; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004870944,0.0000918695,0.0001376625,0.00001088801,0.00007179202,0.00007129349,0.0001300287,0.00004073289,0.007877917],"category_scores_gemma":[0.00004307938,0.00007825391,0.00005862601,0.00008691964,0.00004796459,0.00004581406,0.000121015,0.00008207315,0.0004607973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001067497,"about_ca_system_score_gemma":0.00003822336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008368629,"about_ca_topic_score_gemma":1.325925e-7,"domain_scores_codex":[0.9993612,0.00001644243,0.0001546041,0.0001870379,0.00008287524,0.0001979059],"domain_scores_gemma":[0.9995002,0.00004959944,0.00003055379,0.0003159186,0.00006166053,0.00004204511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001379091,0.001145042,0.006667679,0.0001117901,0.0005560109,0.00006900403,0.000194274,0.003404734,0.07672995,0.4302034,0.06007465,0.4207056],"study_design_scores_gemma":[0.0009081786,0.00008626482,0.0005694124,0.00004272241,0.00005979852,0.000003031437,0.0002891557,0.001816551,0.358754,0.03876735,0.5981304,0.0005731278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.688829,0.0001697058,0.00194301,0.004065646,0.0004413576,0.0001686967,0.00006104176,0.0002882091,0.3040333],"genre_scores_gemma":[0.986968,0.0000082685,0.006523996,0.0001111998,0.0002310436,0.00002140196,0.00003173499,0.00001313862,0.006091151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5380557,"threshold_uncertainty_score":0.993029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008900253263148026,"score_gpt":0.2357471967779195,"score_spread":0.2268469435147715,"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."}}