{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004245223,0.0005312549,0.0005508859,0.0005215908,0.0006357748,0.0003345231,0.001242777,0.0005300101,0.005857778],"category_scores_gemma":[0.0006492299,0.0001964685,0.0001963097,0.000472671,0.0002708675,0.0006466333,0.0006371542,0.0006247614,0.001443933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567951,"about_ca_system_score_gemma":0.0004650488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005906048,"about_ca_topic_score_gemma":0.0006836786,"domain_scores_codex":[0.9993346,0.00009157779,0.00001705679,0.0001988995,0.0002780748,0.00007976246],"domain_scores_gemma":[0.9996008,0.00009142476,0.00006142231,0.00008007191,0.0001382202,0.00002804065],"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":[0.0001844151,0.00006172126,0.0004617997,0.0001137459,0.00001816456,0.00004008932,0.00007140998,0.0006154102,0.9800118,0.001036546,0.0008051548,0.01657973],"study_design_scores_gemma":[0.00001963525,0.0002477687,0.0009997669,0.000004819006,0.00001693237,0.0001548359,0.00002037821,0.01079355,0.9817074,0.0003445495,0.005669015,0.00002135744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5786472,0.001914437,0.3923899,0.0002606559,0.000267891,0.0005142377,0.00180561,0.005748155,0.01845176],"genre_scores_gemma":[0.8150727,0.0009161704,0.1617042,0.0001194432,0.0000558327,0.000344939,0.0008929642,0.0003189183,0.02057482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005857778,"threshold_uncertainty_score":0.01959616,"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."}}