{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795299,0.0004610151,0.0002309788,0.000144171,0.0001561081,0.0003623826,0.0003209628,0.0003724523,0.0004703599],"category_scores_gemma":[0.0002024137,0.0002305087,0.0002841444,0.0001343889,0.0002070629,0.0002031579,0.0002206935,0.0002851379,0.000238378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247602,"about_ca_system_score_gemma":0.0001165805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007462736,"about_ca_topic_score_gemma":0.001062949,"domain_scores_codex":[0.9998641,0.00002349342,0.00001027714,0.00002794967,0.00003977692,0.00003435079],"domain_scores_gemma":[0.999913,0.00002814961,0.00002099196,0.000008204137,0.00002011555,0.000009563311],"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":[0.00001474156,0.000004712321,0.00007003612,0.00003461024,0.00000234904,0.00002109741,0.00001030369,0.00007139172,0.9990747,0.00003416124,0.00001346232,0.0006482865],"study_design_scores_gemma":[0.000002307923,0.00004113354,0.0003751511,0.000002039322,0.000003936575,0.00002782685,0.00000969234,0.0005144905,0.9987406,0.000007729611,0.0002719979,0.000003093397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910321,0.0009809181,0.006297727,0.0001758216,0.00005288306,0.00002697103,0.00006492271,0.0001166047,0.001251905],"genre_scores_gemma":[0.9850361,0.0006891874,0.01276117,0.00009285461,0.00001052211,0.00001907366,0.00005234051,0.00001780813,0.001320868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007462736,"threshold_uncertainty_score":0.002356291,"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."}}