{"id":"W3127455902","doi":"10.3390/catal11020191","title":"Catalysis on Nanostructured Indium Tin Oxide Surface for Fast and Inexpensive Probing of Antibodies during Pandemics","year":2021,"lang":"en","type":"article","venue":"Catalysts","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Biosensor; Materials science; Nanotechnology; Indium tin oxide; Semiconductor; Indium; Surface modification; Catalysis; Electronics; Transducer; Chemical engineering; Optoelectronics; Chemistry; Thin film; Electrical engineering; Engineering","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":[0.00009202316,0.0001447111,0.0003655741,0.0001007639,0.0001001715,0.00001503325,0.00003992005,0.00008888912,0.000001098916],"category_scores_gemma":[0.0007958325,0.0001340427,0.00008301826,0.0002483888,0.00006122726,0.00005358989,0.00005722523,0.0001275662,0.000001327673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004352655,"about_ca_system_score_gemma":0.00007018689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003942395,"about_ca_topic_score_gemma":0.00004087828,"domain_scores_codex":[0.9990923,0.00001809187,0.0002684423,0.0002978691,0.0001378078,0.0001855272],"domain_scores_gemma":[0.9991849,0.0001195659,0.0001554513,0.0002342861,0.0002590369,0.00004677733],"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":[0.00008381132,0.00002249377,0.02042042,0.0003147842,0.0001040867,0.00003789945,0.00108878,0.00001061282,0.9772846,0.000007215287,0.00003042706,0.0005948361],"study_design_scores_gemma":[0.001140227,0.00005101545,0.01287023,0.0002489851,0.000128865,0.0002583556,0.001047837,0.0001180477,0.9839252,0.00001791208,0.00007299119,0.0001203908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989731,0.0003319109,0.00004295931,0.00007383486,0.0001133372,0.0002493366,0.00002424129,0.00005008539,0.0001411659],"genre_scores_gemma":[0.9985623,0.000009970421,0.0009357113,0.0001533993,0.00005005916,0.000006838632,0.00007819633,0.00002415414,0.00017934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007550193,"threshold_uncertainty_score":0.5466104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193931447011672,"score_gpt":0.278293494023068,"score_spread":0.2563541795529513,"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."}}