{"id":"W2890641318","doi":"10.3390/mi9090453","title":"Characterization and Integration of Terahertz Technology within Microfluidic Platforms","year":2018,"lang":"en","type":"article","venue":"Micromachines","topic":"Terahertz technology and applications","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polydimethylsiloxane; Materials science; Microfluidics; Polymer; Terahertz radiation; Polystyrene; Polyethylene; Polycarbonate; Absorption (acoustics); Polyethylene terephthalate; High-density polyethylene; Polymer chemistry; Optoelectronics; Nanotechnology; 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":[0.0004304629,0.0003256267,0.0001931572,0.0003449362,0.0001911984,0.0004692296,0.0003113942,0.0003241005,0.0004598038],"category_scores_gemma":[0.001181297,0.0001463538,0.0001553158,0.000162706,0.0002991936,0.0005505174,0.0002559408,0.0002304335,0.0001666501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736781,"about_ca_system_score_gemma":0.0002889181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002058741,"about_ca_topic_score_gemma":0.0002366104,"domain_scores_codex":[0.9997241,0.00003332589,0.0000197514,0.00006962883,0.0001097254,0.00004337145],"domain_scores_gemma":[0.9993987,0.0002503244,0.0001745412,0.00006216495,0.00008821242,0.000026143],"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":[0.00002391071,0.00001232404,0.0004160746,0.00004881243,0.000003877487,0.00006710947,0.00003178173,0.0004228991,0.9948539,0.0004558477,0.00002021663,0.003643154],"study_design_scores_gemma":[0.000002869311,0.0001188923,0.001091011,0.000005525523,0.000007459993,0.0001279202,0.00001915588,0.001677445,0.9951214,0.00009318889,0.001729196,0.000005873973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027795,0.00332857,0.09062613,0.0002029999,0.0001089322,0.0002023946,0.0002936711,0.0001891589,0.002268613],"genre_scores_gemma":[0.937229,0.0018553,0.05911287,0.00005081231,0.00003033312,0.0001265263,0.0001830398,0.00001834978,0.00139391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004692296,"threshold_uncertainty_score":0.00227654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005494307019957066,"score_gpt":0.2102992704679097,"score_spread":0.2048049634479526,"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."}}