{"id":"W4295706247","doi":"10.1021/acs.est.2c03149","title":"Chemotactic Bacteria Facilitate the Dispersion of Nonmotile Bacteria through Micrometer-Sized Pores in Engineered Porous Media","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"H2020 Marie Skłodowska-Curie Actions; Ministerio de Ciencia e Innovación","keywords":"Chemotaxis; Bacteria; Porous medium; Dispersion (optics); Porosity; Micrometer; Biophysics; Nanotechnology; Chemistry; Materials science; Biology; Biochemistry; Composite material; Physics","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":[0.0002108951,0.0003745944,0.0002202039,0.000191865,0.0001800785,0.0005752062,0.0002512093,0.0003718568,0.0003008991],"category_scores_gemma":[0.0002821613,0.0001642816,0.0002265331,0.00013242,0.0003453281,0.0003727402,0.0005279465,0.0003432164,0.000173251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533614,"about_ca_system_score_gemma":0.0002968116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006271722,"about_ca_topic_score_gemma":0.001548859,"domain_scores_codex":[0.9997754,0.00004040759,0.00001551739,0.00004855607,0.00006140598,0.00005885244],"domain_scores_gemma":[0.9996998,0.0001152101,0.00009029656,0.00002665646,0.00002515445,0.00004290201],"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":[0.00001044755,0.000006515046,0.0001272268,0.00001138047,0.00000151329,0.00002312548,0.00001425509,0.00004709826,0.9992731,0.00007987477,0.000006419406,0.0003988859],"study_design_scores_gemma":[0.000002745426,0.00003689789,0.0009460598,0.000002543355,0.000003280212,0.00006390224,0.00002064103,0.0006636561,0.9977702,0.00002937444,0.0004572417,0.000003397875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890833,0.0003736087,0.00962694,0.00008332888,0.00001598264,0.00002928948,0.00008004845,0.00007293488,0.0006344873],"genre_scores_gemma":[0.9848509,0.0002581004,0.01413831,0.00003116712,0.000006038992,0.00002865472,0.0001036528,0.00002165756,0.0005615306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006271722,"threshold_uncertainty_score":0.001838267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008368895120879582,"score_gpt":0.1967038998594081,"score_spread":0.1883350047385285,"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."}}