{"id":"W2083843134","doi":"10.1117/12.916942","title":"A novel landslide warning solution using single mode telecom fiber embedded in geo-textile","year":2012,"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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; QPS Photronics (Canada)","funders":"","keywords":"Landslide; Optical fiber; Textile; Optical fiber cable; Computer science; Telecommunications; Wavelength; Metre; Fiber; Materials science; Optoelectronics; Engineering; Physics; Composite material","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":[0.0001164241,0.0004616001,0.0001850076,0.0003692517,0.000232089,0.0003555118,0.0004885265,0.000676921,0.001102495],"category_scores_gemma":[0.0001644473,0.0001696521,0.0002100601,0.0002280663,0.0001714206,0.0006274377,0.0002508025,0.0003117355,0.0003995053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237974,"about_ca_system_score_gemma":0.0001455702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003332784,"about_ca_topic_score_gemma":0.0007353143,"domain_scores_codex":[0.9998295,0.00001554024,0.000008307152,0.00004506936,0.00007921144,0.00002221066],"domain_scores_gemma":[0.9998623,0.00001466541,0.00004614983,0.00001246248,0.00004887609,0.00001557436],"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":[0.00005649141,0.00005450292,0.0003782295,0.0001292717,0.000009590547,0.0001663161,0.00005990167,0.0006243365,0.9600382,0.0003954702,0.000412401,0.03767512],"study_design_scores_gemma":[0.00002443083,0.0007269419,0.001983639,0.00002304003,0.00002946342,0.000828669,0.000072191,0.01622793,0.9682692,0.0001815196,0.01160128,0.00003173619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7210109,0.002854669,0.2620696,0.0007734819,0.0005215789,0.000174217,0.0001664617,0.00133701,0.01109221],"genre_scores_gemma":[0.8126209,0.001180964,0.1710801,0.0002732909,0.00007273276,0.00005588455,0.000107042,0.0000480341,0.01456091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001102495,"threshold_uncertainty_score":0.003688276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806300853158245,"score_gpt":0.2412731219590989,"score_spread":0.2232101134275164,"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."}}