{"id":"W1967525631","doi":"10.1371/journal.pone.0028015","title":"Characterization of Pellicle Inhibition in Gluconacetobacter xylinus 53582 by a Small Molecule, Pellicin, Identified by a Chemical Genetics Screen","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ontario Institute of Technology","keywords":"Cellulose; Bacterial cellulose; Crystallinity; In vitro; Biochemistry; Chemistry; Cellulosic ethanol; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001427739,0.0001202975,0.0001828097,0.00003807051,0.0000244971,0.00001749441,0.0001364188,0.0001048937,0.002639679],"category_scores_gemma":[0.00001504899,0.0001382953,0.00002504571,0.0002143813,0.0001604142,0.0001067057,0.0001148131,0.00007435837,0.0002982753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008282125,"about_ca_system_score_gemma":0.000006320262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002829645,"about_ca_topic_score_gemma":0.00003311952,"domain_scores_codex":[0.9988678,0.00004696683,0.0004118085,0.0003018004,0.0001826044,0.0001890082],"domain_scores_gemma":[0.9994636,0.000009915343,0.000186383,0.0002564337,0.00002260934,0.000061097],"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":[0.00002774844,0.0006473737,0.004487804,0.00001636568,0.00001134767,4.545155e-7,0.0001960037,2.931218e-7,0.9941994,0.00001421179,0.0001442229,0.0002547836],"study_design_scores_gemma":[0.0003122662,0.00002120977,0.005109381,0.00003029797,0.00001974709,0.00000204864,0.000007652831,0.00007323753,0.9940946,0.0001073271,0.00008567148,0.0001365216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976813,0.000008991762,0.001002347,0.00004752087,0.00001443158,0.0004426505,0.0001638269,0.00002765213,0.0006112538],"genre_scores_gemma":[0.995051,0.00004974378,0.004205368,0.0001142793,0.00001779266,0.00004451784,0.0002778861,0.00002026299,0.0002191906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003203022,"threshold_uncertainty_score":0.9982721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827096633046538,"score_gpt":0.1878076182307666,"score_spread":0.1595366519003012,"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."}}