{"id":"W3015266138","doi":"10.1364/ol.392511","title":"Microfluidic flow direction and rate vector sensor based on a partially gold-coated TFBG","year":2020,"lang":"en","type":"article","venue":"Optics Letters","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Materials science; Fiber Bragg grating; Wavelength; Optics; Microfluidics; Volumetric flow rate; Grating; Optoelectronics; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005743439,0.000221285,0.0001940201,0.0000585348,0.00004047359,0.00004638992,0.00006784782,0.00007338711,0.00001796243],"category_scores_gemma":[0.00007539649,0.0002388665,0.00004600277,0.0002003541,0.00004279421,0.00007141261,0.00001292902,0.0002156194,0.00008585424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005980375,"about_ca_system_score_gemma":0.000007059694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002259053,"about_ca_topic_score_gemma":5.045104e-7,"domain_scores_codex":[0.9990945,0.00003527585,0.0001894759,0.0002691282,0.0001213904,0.0002901894],"domain_scores_gemma":[0.9995027,0.0001143561,0.00002755232,0.0001791243,0.00002090252,0.0001553965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005285568,0.000009038808,0.00006464998,0.00005028731,0.00003531757,0.0000610389,0.0002293297,0.2097238,0.7840287,0.00001023987,0.005114599,0.0006201472],"study_design_scores_gemma":[0.0008455209,0.00008706193,0.0005392049,0.00003905443,0.00004426888,0.000005559487,0.00003133227,0.856703,0.1324682,0.000002111046,0.008836989,0.0003976736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552813,0.0001724137,0.03330783,0.009088005,0.0005592672,0.0003033241,0.00002704233,0.000791738,0.0004691307],"genre_scores_gemma":[0.9653442,0.0002347693,0.0229166,0.01084396,0.0003795688,0.00002291118,0.00003544837,0.0001711902,0.0000513531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6515605,"threshold_uncertainty_score":0.9740694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050402826897493,"score_gpt":0.1952364286557454,"score_spread":0.1847324003867705,"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."}}