{"id":"W4328050829","doi":"10.1159/000530228","title":"Characterization of Potential Virulence, Resistance to Antibiotics and Heavy Metals, and Biofilm-Forming Capabilities of Soil Lignocellulolytic Bacteria","year":2023,"lang":"en","type":"article","venue":"Microbial Physiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lakehead University","funders":"","keywords":"Biofilm; Microbiology; Virulence; Bacteria; Biology; Antibiotic resistance; Protease; Ciprofloxacin; Chemistry; Antibiotics; Biochemistry; Gene; Enzyme","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":[0.000215056,0.00035945,0.000255557,0.0005223107,0.0001452727,0.0003444311,0.0001747073,0.0002611704,0.0002812588],"category_scores_gemma":[0.000481534,0.0001071567,0.0002879583,0.0004295394,0.0001039402,0.0003631342,0.0002947095,0.0002443824,0.0001467223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009171806,"about_ca_system_score_gemma":0.0002500132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519168,"about_ca_topic_score_gemma":0.001425705,"domain_scores_codex":[0.9997134,0.00003591318,0.00004240729,0.00004435244,0.0001028154,0.00006102958],"domain_scores_gemma":[0.9996517,0.00006120172,0.000111991,0.00003104334,0.00009561537,0.00004843449],"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":[0.00004995043,0.0000533874,0.009569895,0.00003794926,0.000006871615,0.00006029242,0.000061788,0.00003802549,0.9881986,0.00001309598,0.000006028101,0.00190417],"study_design_scores_gemma":[0.00001314408,0.001527377,0.3396635,0.00001949492,0.0001034566,0.001552971,0.0009436879,0.001182636,0.6538098,0.00007225249,0.001088032,0.00002365892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991071,0.0001646586,0.000373451,0.00001547929,0.000001629612,0.00001011978,0.0001538444,0.000003732971,0.0001699908],"genre_scores_gemma":[0.9968471,0.0002914913,0.001564694,0.00001286661,0.000004380528,0.00002124943,0.0007515895,0.000003653286,0.0005028832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001519168,"threshold_uncertainty_score":0.003020585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006448542417834464,"score_gpt":0.2048435869156218,"score_spread":0.1983950444977873,"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."}}