{"id":"W3012047255","doi":"","title":"Microapteur à ondes acoustiques en ZnO/GaAs pour la détection de bactéries en milieux liquides complexes","year":2019,"lang":"en","type":"preprint","venue":"theses.fr (ABES)","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art; Molecular biology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468061,0.0003703578,0.0003230639,0.0001860194,0.0002094815,0.0004944453,0.0003110233,0.0005676857,0.001559591],"category_scores_gemma":[0.0002502841,0.000266531,0.0003858314,0.000153995,0.0001862664,0.0003575863,0.0003395777,0.000375539,0.0004479352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004620309,"about_ca_system_score_gemma":0.0002372061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637049,"about_ca_topic_score_gemma":0.005617604,"domain_scores_codex":[0.9997376,0.00002412167,0.00001693353,0.00006139909,0.0001199356,0.00004009253],"domain_scores_gemma":[0.9998123,0.00005020495,0.00004848637,0.00001323997,0.00005585656,0.00001991414],"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":[0.00002184408,0.000007639788,0.0001079387,0.0000500366,0.000003501755,0.00002071065,0.00002010362,0.00008565468,0.9970861,0.00004479268,0.00004127597,0.002510499],"study_design_scores_gemma":[0.000004638157,0.000138385,0.0007601181,0.000004396627,0.000008100467,0.00004776335,0.00002942982,0.001127753,0.9959136,0.00001170036,0.001948887,0.00000530284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642119,0.005193146,0.02653211,0.000637783,0.0003561637,0.00006875045,0.0001573683,0.0003617207,0.002481093],"genre_scores_gemma":[0.9441246,0.003602345,0.03877271,0.0002264571,0.00005578505,0.0001046062,0.0001348717,0.00006203754,0.01291647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001637049,"threshold_uncertainty_score":0.005217314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039634647259162,"score_gpt":0.2492347954115112,"score_spread":0.2388384489389196,"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."}}