{"id":"W3021986506","doi":"","title":"Plasmonique avancée pour l'étude et la détection précoce de bactéries","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine","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":[0.001039641,0.001171647,0.0006596027,0.0007178916,0.0005538342,0.001152559,0.000679497,0.002013527,0.002606011],"category_scores_gemma":[0.001760516,0.0006387103,0.0006770968,0.0004516366,0.001007824,0.0006188213,0.000834312,0.002014306,0.001078776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004818876,"about_ca_system_score_gemma":0.0003653615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314459,"about_ca_topic_score_gemma":0.001754699,"domain_scores_codex":[0.9986265,0.0004390919,0.00003306211,0.0003459717,0.0004349471,0.0001204071],"domain_scores_gemma":[0.9988484,0.0007296963,0.00009643655,0.0001235288,0.000158061,0.00004390937],"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":[0.0001450237,0.00005269674,0.0002139468,0.0002384537,0.00003043609,0.0001151693,0.0001311656,0.000449069,0.98475,0.0005901089,0.0006069883,0.01267703],"study_design_scores_gemma":[0.00004907539,0.0004788896,0.002268999,0.00003072073,0.00005609002,0.0005914292,0.0001078549,0.008300995,0.9781072,0.0004500925,0.009506851,0.00005177693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5634115,0.02276846,0.3905132,0.003893462,0.001912747,0.0002782504,0.0005177987,0.002129102,0.01457545],"genre_scores_gemma":[0.8302249,0.01025704,0.1305549,0.001490569,0.0004271932,0.000267543,0.0003732156,0.0002912829,0.02611347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002606011,"threshold_uncertainty_score":0.008717954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264089100438154,"score_gpt":0.2526824786068025,"score_spread":0.2400415876024209,"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."}}