{"id":"W2082405333","doi":"10.1063/1.1527893","title":"Fiber-loop ring-down spectroscopy","year":2002,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Optics; Optical fiber; Fiber; Graded-index fiber; Absorption (acoustics); Polarization-maintaining optical fiber; Spectroscopy; Optoelectronics; Fiber optic sensor; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009661834,0.0001303875,0.0001934471,0.00001008925,0.00006906781,0.00002332963,0.0004775907,0.00005759139,0.003130493],"category_scores_gemma":[0.00002975968,0.00008988314,0.0001452494,0.0001373645,0.0001140365,0.00009297059,0.00004449303,0.0005470564,0.0002013224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006941232,"about_ca_system_score_gemma":0.00001542298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002536395,"about_ca_topic_score_gemma":8.299785e-8,"domain_scores_codex":[0.9991165,0.00001131132,0.0002964367,0.00008531445,0.0002757678,0.0002146266],"domain_scores_gemma":[0.9990861,0.000165529,0.000249237,0.0003280129,0.00007212989,0.00009894188],"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":[0.00003068557,0.0001657281,0.00001853662,0.00001347954,0.00004484369,0.00000181171,0.0001523655,0.0000421128,0.9863805,0.0004620122,0.01178555,0.0009024214],"study_design_scores_gemma":[0.0003294698,0.00001941503,0.000004050277,0.0000258495,0.00008770393,0.00004881766,0.00002995708,0.0006631406,0.9854059,0.006808452,0.006474486,0.0001027541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237903,0.0004234028,0.0006236138,0.001122627,0.00004593007,0.00003489889,0.00000709908,0.00003564911,0.07391647],"genre_scores_gemma":[0.996777,0.00009120681,0.0004564144,0.000156648,0.00123843,0.000002200701,0.000001761007,0.0000214587,0.001254854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07298671,"threshold_uncertainty_score":0.9977808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476542109756814,"score_gpt":0.2513222615287242,"score_spread":0.236556840431156,"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."}}