{"id":"W2000797233","doi":"10.1016/j.ceramint.2015.03.253","title":"A new biosensor based on PVDF film for detection of nucleic acids","year":2015,"lang":"en","type":"article","venue":"Ceramics International","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; International Science and Technology Cooperation Programme; Higher Education Discipline Innovation Project; Ministry of Education of the People's Republic of China","keywords":"Biosensor; Nucleic acid; Analyte; Materials science; Chromatography; Nucleic acid detection; Reagent; Nucleic acid quantitation; Nanotechnology; Polyvinylidene fluoride; Nat; Combinatorial chemistry; Chemistry; Computer science; Biochemistry; Organic chemistry; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005718041,0.00008564054,0.00008488786,0.0001559695,0.0000105699,0.00001371275,0.000181269,0.00009755258,0.00001677136],"category_scores_gemma":[0.0001923753,0.00008925376,0.00004829364,0.00007414927,0.00002242361,0.00004060071,0.00001731157,0.00008940375,0.00001271672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002040165,"about_ca_system_score_gemma":0.00002937872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004510987,"about_ca_topic_score_gemma":0.000002925876,"domain_scores_codex":[0.9994861,0.000003049842,0.000137232,0.00009792334,0.0001775692,0.00009810367],"domain_scores_gemma":[0.999633,0.00006687829,0.00003242102,0.0001272201,0.0001029708,0.00003755595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002569556,0.0001073754,0.0006758894,0.0001009052,0.0002032828,0.000006354693,0.0001973107,0.6831622,0.1247319,0.01913214,0.01272234,0.1587034],"study_design_scores_gemma":[0.0005635166,0.00007895875,0.0002539326,0.00001806514,0.000006516386,0.000002336577,0.0000555523,0.9041706,0.08524273,0.002023268,0.007494495,0.00009007793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.153168,0.00003892111,0.8378472,0.0001818161,0.00162837,0.0001966915,0.0001074728,0.0004983478,0.006333095],"genre_scores_gemma":[0.9832994,0.000003844396,0.01633511,0.00002800228,0.0001160783,0.00001025322,0.00001594429,0.00002362987,0.0001677126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8301314,"threshold_uncertainty_score":0.3639663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907711010794709,"score_gpt":0.2413470724374589,"score_spread":0.2222699623295118,"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."}}