{"id":"W2328519729","doi":"10.1116/1.4941983","title":"Photonic biosensor based on photocorrosion of GaAs/AlGaAs quantum heterostructures for detection of <i>Legionella pneumophila</i>","year":2016,"lang":"en","type":"article","venue":"Biointerphases","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Heterojunction; Semiconductor; Optoelectronics; Legionella pneumophila; Photoluminescence; Chemistry; Biosensor; Excited state; Nanotechnology; Materials science; Bacteria; Physics","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":[0.0001790437,0.0003789996,0.0002086619,0.0002123119,0.0001935504,0.0003886672,0.0004948315,0.0006961003,0.0006319956],"category_scores_gemma":[0.0003058921,0.0002669112,0.0001976986,0.0001979047,0.0003788729,0.0003712362,0.0002317839,0.0004444357,0.0002598857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004862179,"about_ca_system_score_gemma":0.0002100361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008558517,"about_ca_topic_score_gemma":0.001442146,"domain_scores_codex":[0.999827,0.00002692822,0.00001009368,0.0000533768,0.00006176142,0.00002092228],"domain_scores_gemma":[0.9998245,0.00006783173,0.0000378135,0.00001393054,0.00003875196,0.00001731093],"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":[0.00001029881,0.000008543724,0.00007157756,0.00002681419,0.000002880227,0.00001789553,0.000007834004,0.00005696009,0.9986709,0.0001324534,0.00002205328,0.0009717727],"study_design_scores_gemma":[0.000003323515,0.00006635769,0.0007093591,0.000002915459,0.000005353286,0.00008111232,0.000009061656,0.001788258,0.9966318,0.00005257723,0.0006458136,0.000004085215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433904,0.002616212,0.0485957,0.0004153281,0.0001999513,0.0001121031,0.0002603567,0.0006431019,0.003766719],"genre_scores_gemma":[0.941098,0.001289119,0.05374937,0.0001819131,0.00002427755,0.00005975755,0.0001422603,0.00002221409,0.003433007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008558517,"threshold_uncertainty_score":0.00352782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499322628200036,"score_gpt":0.2742218258682976,"score_spread":0.2592285995862973,"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."}}