{"id":"W2006002910","doi":"10.1109/isscc.2008.4523194","title":"A 0.18¿m CMOS Integrated Sensor for the Rapid Identification of Bacteria","year":2008,"lang":"en","type":"article","venue":"Digest of technical papers/Digest of technical papers - IEEE International Solid-State Circuits Conference","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"CMOS; Substrate (aquarium); Chip; Transistor; Integrated circuit; Electronic circuit; Silicon; Sensitivity (control systems); Computer science; Electrical engineering; Electronic engineering; Materials science; Engineering; Optoelectronics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004871986,0.0004983479,0.0008551708,0.0002888439,0.0001395543,0.00003790074,0.00167457,0.0004981461,0.0001721278],"category_scores_gemma":[0.0009571518,0.0003995543,0.0004482575,0.0005070232,0.001600995,0.0001613304,0.0001595332,0.0005870831,0.000008592124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206933,"about_ca_system_score_gemma":0.0001660234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005327859,"about_ca_topic_score_gemma":0.00002812718,"domain_scores_codex":[0.9963843,0.00004890185,0.001774732,0.0005845975,0.0006982543,0.0005092145],"domain_scores_gemma":[0.9968251,0.0007393119,0.0006403131,0.0008988816,0.0007823698,0.0001140435],"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":[0.00009301203,0.0001900297,0.0003408532,0.0001216177,0.0001649151,0.000007366215,0.00006589989,0.0002985765,0.9907089,0.00131873,0.0009341655,0.005755923],"study_design_scores_gemma":[0.0009584378,0.0003576208,0.03692507,0.0004743848,0.0001157142,0.0001263634,0.0001804393,0.0003596404,0.950995,0.0003999518,0.008464943,0.0006424893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989292,0.001437002,0.0122248,0.002437117,0.002795549,0.004255378,0.002752725,0.003369048,0.07179914],"genre_scores_gemma":[0.9955242,0.003400602,0.000491547,0.00005315654,0.00005854166,0.0001108256,0.0001075137,0.00006608322,0.0001874893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.096595,"threshold_uncertainty_score":0.9998456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176316515664562,"score_gpt":0.2707887447234694,"score_spread":0.2290255795668237,"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."}}