{"id":"W2183280580","doi":"","title":"New Type of High Sensitive Detection of Particles Based on DeFET","year":2008,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"CMOS; Chip; Sensitivity (control systems); Electric field; Transistor; Electrical engineering; Computer science; Electronic engineering; Materials science; Optoelectronics; Engineering; Physics; Voltage","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":[0.00006059716,0.000106796,0.0001904867,0.00011019,0.00002777776,0.000002119576,0.00006851303,0.0001107844,0.00001222784],"category_scores_gemma":[0.00010848,0.0001003064,0.00004562457,0.0002868859,0.00008136924,0.00002579414,0.00001562454,0.00009220344,0.0000134073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002667393,"about_ca_system_score_gemma":0.00002447565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002422043,"about_ca_topic_score_gemma":0.00001383842,"domain_scores_codex":[0.9994641,0.00001243776,0.0001738604,0.0001113434,0.00009988041,0.0001383781],"domain_scores_gemma":[0.9995607,0.00007957825,0.0000427415,0.0002380579,0.00005291813,0.00002596458],"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":[0.00005292051,0.00001733351,0.0001489858,0.0000250781,0.00001905845,0.00001031792,0.00006038548,0.0008174935,0.9805769,0.0002580471,0.0017583,0.01625522],"study_design_scores_gemma":[0.0002651721,0.0002076037,0.003120065,0.00004388872,0.00001221799,0.00001585709,0.00003086288,0.002849505,0.992596,0.0003361822,0.0004155502,0.0001071226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780942,0.0001402549,0.02065826,0.00006109215,0.00009964366,0.00008246541,0.000007145395,0.0005854339,0.0002714744],"genre_scores_gemma":[0.9968234,0.0000658567,0.003020666,0.00002956223,0.00002201433,6.641258e-7,0.000002400031,0.00001709108,0.00001839071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872912,"threshold_uncertainty_score":0.4090377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825824054274218,"score_gpt":0.1994066967609847,"score_spread":0.1811484562182425,"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."}}