{"id":"W1973464789","doi":"10.1117/12.849018","title":"Pushing the limit of the distributed Brillouin sensors for the sensing length and the spatial resolution","year":2010,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Image resolution; Brillouin zone; Limit (mathematics); Resolution (logic); Computer science; Remote sensing; Optics; Physics; Geology; Artificial intelligence; Mathematics","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":[0.0009328044,0.0006660523,0.0005417686,0.0006022514,0.0004389779,0.001733601,0.001728584,0.002096432,0.002428913],"category_scores_gemma":[0.002328527,0.0005634261,0.0003846896,0.0004208393,0.001246256,0.003703929,0.001448055,0.002377849,0.001258959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174306,"about_ca_system_score_gemma":0.0007058514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009172431,"about_ca_topic_score_gemma":0.0008783328,"domain_scores_codex":[0.9985064,0.0001490387,0.00004795996,0.0004599506,0.0007282033,0.0001084585],"domain_scores_gemma":[0.9977077,0.0008634056,0.0003566206,0.000280046,0.0006816585,0.0001106649],"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":[0.00009975202,0.00005658512,0.0007524362,0.0005823905,0.0000282525,0.0001671303,0.0002207583,0.003400762,0.8993421,0.03857392,0.001688019,0.05508799],"study_design_scores_gemma":[0.00003952122,0.0004564184,0.002006307,0.0002493657,0.00005604507,0.0009841082,0.0003499603,0.08467487,0.8185607,0.02810325,0.06440085,0.0001185652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1670083,0.04349364,0.7402191,0.006241639,0.0009758752,0.0001306802,0.0003597974,0.001669716,0.03990129],"genre_scores_gemma":[0.7268094,0.008567182,0.2463182,0.001596899,0.000344422,0.000275876,0.0002334616,0.0001786797,0.0156759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002428913,"threshold_uncertainty_score":0.01264685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008565623885705712,"score_gpt":0.2101690704547563,"score_spread":0.2016034465690506,"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."}}