{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117656,0.0001814744,0.0002202972,0.0001283187,0.00005110648,0.000008180061,0.000191146,0.0001394763,0.000006626933],"category_scores_gemma":[0.0001419424,0.0001199403,0.000256175,0.00008492043,0.0002043413,0.000004483799,0.00004688599,0.0000395213,0.000002687971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000172565,"about_ca_system_score_gemma":0.00006081346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002403378,"about_ca_topic_score_gemma":0.0000138004,"domain_scores_codex":[0.9988519,0.00004872449,0.0003070003,0.0003641456,0.00018225,0.0002459738],"domain_scores_gemma":[0.9990997,0.00008623345,0.0001797896,0.0004036796,0.0001597128,0.00007083016],"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":[0.001887564,0.0001456382,0.0002302784,0.00007570663,0.00001812754,0.000001081073,0.000006288051,0.000008041835,0.9951351,0.00002327437,0.0005810052,0.001887932],"study_design_scores_gemma":[0.001763378,0.002698763,0.0001752861,0.0001562621,0.00001381218,0.00000752578,0.00001316341,0.0004682746,0.9896398,0.0000654247,0.004844924,0.0001534199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903623,0.0001265913,0.008113928,0.0001323129,0.000223353,0.0006959399,0.0002525679,0.00001857792,0.00007442568],"genre_scores_gemma":[0.99923,0.00007836591,0.0002056168,0.0001207934,0.000109006,0.00006757615,0.0000291937,0.00003637879,0.000123029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008867737,"threshold_uncertainty_score":0.4891022,"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."}}