{"id":"W2039141855","doi":"10.3390/s100301823","title":"Optical Fiber Sensing Based on Reflection Laser Spectroscopy","year":2010,"lang":"en","type":"review","venue":"Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Engineering and Physical Sciences Research Council; Ministero dell’Istruzione, dell’Università e della Ricerca; Queen's University","keywords":"Materials science; Optics; Fiber Bragg grating; Optical fiber; Spectroscopy; Fiber optic sensor; Laser; Reflection (computer programming); Fiber laser; Heterodyne (poetry); Resonator; Fiber; Optoelectronics; Acoustics; Physics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003484273,0.001002149,0.001034141,0.001266156,0.0002160211,0.0005818834,0.000821254,0.0008485189,0.001396273],"category_scores_gemma":[0.0002504443,0.0003877287,0.0004281694,0.001128796,0.0004250179,0.001068719,0.0004115916,0.0008001762,0.002660236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871497,"about_ca_system_score_gemma":0.0003503819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004651727,"about_ca_topic_score_gemma":0.000426021,"domain_scores_codex":[0.9996001,0.00004452753,0.00002108004,0.0001119596,0.0001908608,0.00003138785],"domain_scores_gemma":[0.9998825,0.00003272988,0.0000193724,0.000009407991,0.00004876044,0.00000715811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005457766,0.0001256542,0.0002819392,0.008031824,0.00006466218,0.0002927522,0.0000913285,0.0009408647,0.1721759,0.01243968,0.008847241,0.7966536],"study_design_scores_gemma":[0.00001556566,0.0003376445,0.001464907,0.00114593,0.00008214163,0.003880116,0.00008327491,0.001593016,0.1338087,0.005450233,0.8520699,0.00006865808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004239613,0.9611596,0.01538808,0.0002676033,0.0004557585,0.00005106777,0.00005512351,0.0001323285,0.01825085],"genre_scores_gemma":[0.02666984,0.9428078,0.01518244,0.0004008451,0.0005338609,0.0000917216,0.0001211422,0.00001614764,0.01417622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001396273,"threshold_uncertainty_score":0.004670978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464828750677529,"score_gpt":0.3052439640656388,"score_spread":0.2805956765588635,"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."}}