{"id":"W4304208937","doi":"","title":"External Force are required to effectively kill bacteria on mechano-bactericidal nanopillars","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; McGill University Health Centre; Université de Sherbrooke; McGill University","funders":"","keywords":"Nanopillar; Bacteria; Nanotechnology; Computer science; Materials science; Biology; Nanostructure","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":[0.0002592388,0.0003214038,0.0004180042,0.0001319339,0.0002850335,0.0004803387,0.0002577087,0.0007941959,0.004107748],"category_scores_gemma":[0.0005650386,0.0001910369,0.0002476587,0.0001202657,0.0002630446,0.0003377472,0.0003132856,0.0005390861,0.0008870655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170173,"about_ca_system_score_gemma":0.0002370776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005549436,"about_ca_topic_score_gemma":0.0009647066,"domain_scores_codex":[0.9996413,0.00002164227,0.00002406935,0.00004851748,0.0001426155,0.0001218447],"domain_scores_gemma":[0.9995365,0.0001543212,0.00008810779,0.00003073615,0.0001126962,0.00007763867],"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":[0.00004425952,0.00001389873,0.00006034767,0.000041388,0.000002290093,0.00003392706,0.000006157893,0.00006606459,0.9989041,0.00005654787,0.00007487026,0.000696133],"study_design_scores_gemma":[0.00001571457,0.0001784678,0.004375487,0.00001107311,0.00000830306,0.0001257554,0.00005458395,0.00212182,0.9908096,0.0001494189,0.002136601,0.00001331708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865221,0.001773347,0.006065244,0.0005249879,0.000300593,0.00007483771,0.0003508545,0.000142727,0.00424533],"genre_scores_gemma":[0.9922011,0.0005536295,0.003077291,0.00020864,0.00003813103,0.00006809809,0.0004272552,0.00003211996,0.003393749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004107748,"threshold_uncertainty_score":0.01374179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280113603055747,"score_gpt":0.2284938805194525,"score_spread":0.2156927444888951,"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."}}