{"id":"W2907498677","doi":"10.3390/s19040806","title":"Hollow Fiber Coupler Sensor","year":2019,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; CMC Microsystems","keywords":"Materials science; Fiber; Optoelectronics; Fiber optic sensor; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005085347,0.0006257324,0.00066749,0.0006307669,0.0003736066,0.0005341412,0.001298627,0.001163823,0.001236597],"category_scores_gemma":[0.0006811812,0.0003320005,0.0003729556,0.0003981954,0.000383271,0.001253397,0.0007082519,0.0005285988,0.0009574249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898342,"about_ca_system_score_gemma":0.000362107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007305894,"about_ca_topic_score_gemma":0.0007457756,"domain_scores_codex":[0.9983996,0.0001223586,0.00006653615,0.0004473312,0.000888656,0.00007552704],"domain_scores_gemma":[0.9992961,0.000106236,0.0001929273,0.00005371106,0.0002884805,0.00006241863],"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":[0.0001262498,0.00004432056,0.0004773364,0.0001107439,0.00001739355,0.00007233811,0.00001976272,0.0005760751,0.9857961,0.00043257,0.0004526879,0.01187455],"study_design_scores_gemma":[0.00001873344,0.0002137783,0.001468729,0.000008194937,0.00002879083,0.0005237727,0.00001776572,0.01462535,0.9786068,0.0001532708,0.004291341,0.00004327764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4865828,0.007932475,0.4874085,0.0007761799,0.00101835,0.0004002487,0.001405869,0.004809716,0.009665895],"genre_scores_gemma":[0.7220875,0.001718577,0.2655094,0.0005648059,0.0002159084,0.0001801138,0.0007351796,0.0001355198,0.008852994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001298627,"threshold_uncertainty_score":0.004136801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007284667009698699,"score_gpt":0.2068635946722957,"score_spread":0.199578927662597,"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."}}