{"id":"W2065487315","doi":"10.1364/sensors.2010.sthc1","title":"Fibre Optic Sensors: Achievements and Prospects","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Citation; Computer science; Publishing; Renewable energy; World Wide Web; Telecommunications; Multimedia; Engineering; Electrical engineering; Political science","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":[0.004748061,0.001223879,0.0006119398,0.001325914,0.0006665549,0.002612986,0.000989676,0.003084293,0.008835739],"category_scores_gemma":[0.001934455,0.0004316848,0.0004519752,0.001496874,0.001723605,0.00614285,0.001457612,0.002210817,0.007838733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009973799,"about_ca_system_score_gemma":0.00145736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009075138,"about_ca_topic_score_gemma":0.001096786,"domain_scores_codex":[0.9984902,0.0001991367,0.00004856636,0.0001760836,0.0008888426,0.0001971983],"domain_scores_gemma":[0.9985701,0.0003061022,0.00006860446,0.00007201708,0.0007560632,0.0002271446],"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":[0.0003576942,0.0002728688,0.001334271,0.002529313,0.00005836974,0.0002235365,0.0002488055,0.001134632,0.01229232,0.04533475,0.1487098,0.7875037],"study_design_scores_gemma":[0.0000237111,0.0002928242,0.0009195244,0.0007726104,0.00002080749,0.0004429291,0.0002661774,0.001453066,0.00925608,0.02006939,0.9664343,0.00004869631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006213424,0.845432,0.02092712,0.03742699,0.006948214,0.000115221,0.0004068535,0.000697071,0.08183311],"genre_scores_gemma":[0.06802028,0.8268733,0.02664189,0.005407037,0.007683274,0.0001263621,0.0007654189,0.0001250226,0.06435741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008835739,"threshold_uncertainty_score":0.02955848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005838520497571565,"score_gpt":0.2108371791151766,"score_spread":0.204998658617605,"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."}}