{"id":"W2140409241","doi":"10.3390/s120708601","title":"Recent Progress in Distributed Fiber Optic Sensors","year":2012,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1260,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Distributed acoustic sensing; Birefringence; Optics; Optical fiber; Ranging; Materials science; Structural health monitoring; Fiber optic sensor; Vibration; Rayleigh scattering; Acoustics; Optical time-domain reflectometer; Image resolution; Polarization-maintaining optical fiber; Optoelectronics; Physics; Computer science; Telecommunications","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":[0.001889685,0.000657927,0.0006903381,0.001370874,0.0003049347,0.001150779,0.001046062,0.001471778,0.003916144],"category_scores_gemma":[0.00193989,0.0003488019,0.000344482,0.002226181,0.0005762418,0.002914821,0.0007057432,0.001385075,0.001948476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007294727,"about_ca_system_score_gemma":0.0007907263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007590873,"about_ca_topic_score_gemma":0.0005986671,"domain_scores_codex":[0.9989786,0.0001579877,0.00005783265,0.0002516322,0.0004861482,0.00006785015],"domain_scores_gemma":[0.9978784,0.0007725894,0.000133334,0.0001247201,0.0009834289,0.000107463],"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":[0.0001946296,0.0001219116,0.001090231,0.004234109,0.0000536698,0.0001443756,0.0001553737,0.002842881,0.02555333,0.02126669,0.01548042,0.9288623],"study_design_scores_gemma":[0.00002374547,0.0004587785,0.001616537,0.0009359274,0.0001181804,0.000933472,0.000151228,0.00947886,0.02095197,0.009602339,0.9556731,0.00005597692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008355444,0.8989258,0.05605957,0.003678065,0.001853335,0.00006717454,0.0001162506,0.0002996296,0.03064478],"genre_scores_gemma":[0.08849791,0.8181602,0.06537125,0.002023156,0.003301137,0.000107616,0.0004738705,0.00008646413,0.0219785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003916144,"threshold_uncertainty_score":0.0131008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298989748978695,"score_gpt":0.2428877311582608,"score_spread":0.2298978336684738,"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."}}