{"id":"W1974284093","doi":"10.1364/ol.30.000370","title":"Coherent probe-pump-based Brillouin sensor for centimeter-crack detection","year":2005,"lang":"en","type":"article","venue":"Optics Letters","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Optics; Brillouin zone; Brillouin scattering; Image resolution; Beam (structure); Materials science; Resolution (logic); Centimeter; Pulse (music); Laser; Phase (matter); Physics; Detector","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007232589,0.0002360648,0.0001946612,0.0001034742,0.00006700392,0.00004426225,0.0001078365,0.00009025019,0.00002471253],"category_scores_gemma":[0.00003323349,0.000264241,0.0001169603,0.0001241246,0.00003712694,0.0001217253,0.00001075446,0.0001611011,0.0001055209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120096,"about_ca_system_score_gemma":0.000006001351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001144676,"about_ca_topic_score_gemma":0.00001050963,"domain_scores_codex":[0.9988592,0.00001285835,0.0002713764,0.0002500397,0.000166426,0.0004400504],"domain_scores_gemma":[0.999412,0.0001017988,0.00004933211,0.0002979434,0.0000429403,0.00009596569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002249685,0.00002416245,0.00003519982,0.00006207244,0.00004659865,0.000003891095,0.00007960245,0.5812779,0.4050158,0.00001221014,0.0005554461,0.01286464],"study_design_scores_gemma":[0.001124107,0.00006071055,0.0001519387,0.00003363764,0.00005814201,0.00001112367,0.00003012586,0.6294299,0.3361468,0.00001410682,0.03246205,0.0004772683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4588336,0.00002572764,0.5386696,0.0007357186,0.0004961503,0.0005641449,0.00001823956,0.0004227738,0.0002339821],"genre_scores_gemma":[0.6554948,0.000006886863,0.3425277,0.001017597,0.0004801739,0.00009385667,0.00002722879,0.0001455717,0.0002061597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1966612,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036446584604218,"score_gpt":0.2164929258132796,"score_spread":0.2061284599672375,"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."}}