{"id":"W4289884995","doi":"","title":"Photonic biosensor based on photocorrosion of GaAs/AlGaAs nano-heterostructures","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Heterojunction; Biosensor; Photonics; Materials science; Optoelectronics; Nano-; Gallium arsenide; Nanotechnology; Photonic crystal; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003005909,0.0003606575,0.0003249138,0.0002448609,0.0002353525,0.0007561396,0.0007702932,0.0007449815,0.001473104],"category_scores_gemma":[0.0003398732,0.0002566685,0.0002492451,0.0001943325,0.0003123962,0.0005822908,0.0003348434,0.0004554036,0.0004608584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000545253,"about_ca_system_score_gemma":0.0002477355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007047672,"about_ca_topic_score_gemma":0.001090906,"domain_scores_codex":[0.9997914,0.0000193692,0.000008998944,0.00005966486,0.00009142318,0.00002912579],"domain_scores_gemma":[0.9998079,0.00007430607,0.00003430483,0.00001789963,0.00004837064,0.00001717822],"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":[0.00003307474,0.00001105268,0.00009313047,0.00004858659,0.000006339416,0.00004693893,0.00001599157,0.00009751691,0.9974497,0.0004012588,0.00009040721,0.001706036],"study_design_scores_gemma":[0.000007812891,0.0000765934,0.001208464,0.00000684566,0.00001101656,0.00009795828,0.00001943591,0.004093736,0.9933083,0.0001475843,0.001015493,0.000006726993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602527,0.002802244,0.02600471,0.0007020629,0.000374814,0.00008402232,0.0003803802,0.0005559376,0.008843116],"genre_scores_gemma":[0.9776456,0.001007822,0.01504794,0.0001500497,0.00004451119,0.00003498444,0.000128935,0.00003310568,0.005907098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473104,"threshold_uncertainty_score":0.004927993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054779263292464,"score_gpt":0.2456948185143434,"score_spread":0.2351470258814188,"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."}}