{"id":"W1890922494","doi":"10.1016/j.colsurfb.2015.09.042","title":"The impact of cellulose nanocrystals on the aggregation and initial adhesion to a solid surface of Escherichia coli K12: Role of solution chemistry","year":2015,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bacterial cellulose; DLVO theory; Escherichia coli; Chemistry; Ionic strength; Adhesion; Bacteria; Chemical engineering; Cellulose; Biophysics; Surface charge; Deposition (geology); Organic chemistry; Biochemistry; Colloid; Aqueous solution; Physical chemistry; Biology; Sediment","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":[0.0008679786,0.0001259471,0.0001995116,0.00001097051,0.00009255527,0.00003133401,0.0001521932,0.00006063408,0.00004801391],"category_scores_gemma":[0.000134555,0.00007018253,0.00004863596,0.0001562451,0.0003830127,0.00009521284,0.0001603615,0.0000621483,0.000003420596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005277269,"about_ca_system_score_gemma":0.00002687759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295369,"about_ca_topic_score_gemma":0.00008445407,"domain_scores_codex":[0.9989584,0.0001583865,0.0003115402,0.0001745965,0.0002552776,0.0001418104],"domain_scores_gemma":[0.9992856,0.0001829254,0.0002189489,0.0001669279,0.00005398127,0.00009159255],"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":[0.0002877687,0.00006618492,0.01252269,0.0000199992,0.00001870908,1.151562e-7,0.002042477,0.0007451189,0.9825099,0.0000226916,0.0003371151,0.001427254],"study_design_scores_gemma":[0.000310714,0.0005789635,0.01840501,0.00005288235,0.000009751296,5.9951e-7,0.001424712,0.006819696,0.9718845,0.0002403267,0.0001803672,0.00009250687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978834,0.0003347378,0.00003442247,0.0002351917,0.00002992731,0.0002688998,0.00003410357,0.000006713597,0.001172538],"genre_scores_gemma":[0.9994699,0.00005228808,0.0000964447,0.00001137688,0.000004496782,0.000003158356,0.0000021726,0.000005810738,0.0003543099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106254,"threshold_uncertainty_score":0.286196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169098930745303,"score_gpt":0.2743955416944414,"score_spread":0.2527045523869884,"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."}}