{"id":"W2336097993","doi":"10.1116/1.4947048","title":"Chemotaxis for enhanced immobilization of <i>Escherichia coli</i> and <i>Legionella pneumophila</i> on biofunctionalized surfaces of GaAs","year":2016,"lang":"en","type":"article","venue":"Biointerphases","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biochip; Legionella pneumophila; Chemotaxis; Bacteria; Escherichia coli; Chemistry; Microbiology; Substrate (aquarium); Biochemistry; Biology; Nanotechnology; Materials science","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":[0.00005165461,0.0001044538,0.0001859733,0.00005404655,0.00001722926,0.000005141433,0.00003662978,0.00005861332,0.00001456976],"category_scores_gemma":[0.00004681199,0.00007327311,0.00007522818,0.00009802987,0.00007845186,0.00004727552,0.000007096631,0.00001961011,0.00000233403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001379771,"about_ca_system_score_gemma":0.000005517347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005926066,"about_ca_topic_score_gemma":0.000003343921,"domain_scores_codex":[0.9994605,0.000008327772,0.0002265329,0.0001324509,0.00007599668,0.00009614934],"domain_scores_gemma":[0.999615,0.000129349,0.00005669206,0.00009532888,0.00006913212,0.00003451771],"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":[0.0001532527,0.00005097623,0.0000523344,0.0001096294,0.00003098873,7.435257e-8,0.00001265534,0.0000586586,0.9965414,0.0002020977,0.0003318249,0.002456148],"study_design_scores_gemma":[0.0007334989,0.0003201182,0.0003506918,0.0001562859,0.00002020301,6.919856e-7,0.00001361854,0.00218869,0.9941825,0.0002286183,0.001709484,0.00009555094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811631,0.0001584417,0.01774312,0.0000913963,0.0001679764,0.0001637455,0.00008736188,0.00005553311,0.000369255],"genre_scores_gemma":[0.9991633,0.0002393506,0.0003625014,0.00002883313,0.00003598644,0.000009067637,0.000004455731,0.00001528628,0.0001412549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0180001,"threshold_uncertainty_score":0.2987991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077642631773407,"score_gpt":0.2162892717519461,"score_spread":0.205512845434212,"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."}}