{"id":"W4250755155","doi":"10.32920/ryerson.14649339","title":"Transfer of the Catabolic Plasmid pJP4 in Bacterial Biofilms in Lab-Scale Continuous Flow-Through Cells","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biofilm; Plasmid; Microbiology; Biodegradation; Biology; Chemistry; Bacteria; Gene; Genetics; Ecology","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":[0.0003742433,0.0004289802,0.0003732622,0.0001943093,0.0001800544,0.0005143179,0.0003248918,0.0004050875,0.0005641762],"category_scores_gemma":[0.0004223585,0.000195091,0.0003030185,0.0002737702,0.0002311544,0.0003805627,0.0005112978,0.0007571494,0.0003431709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000347527,"about_ca_system_score_gemma":0.0003425828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370603,"about_ca_topic_score_gemma":0.0007235011,"domain_scores_codex":[0.9997233,0.00006284822,0.00001963462,0.00005886425,0.00009583192,0.00003949416],"domain_scores_gemma":[0.9998488,0.00005881339,0.00002926054,0.00002321867,0.00001781236,0.00002216725],"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":[0.00003494412,0.0000223857,0.0001933953,0.00002137473,0.000003087629,0.00002051142,0.00001783694,0.00007251065,0.998768,0.00003703008,0.00001489383,0.0007939944],"study_design_scores_gemma":[0.00001383715,0.0002762768,0.002718238,0.000005341213,0.0000128688,0.00008140988,0.0000424116,0.001603048,0.9944488,0.00005141871,0.0007399737,0.000006297654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938871,0.0002310953,0.005069831,0.00006417133,0.00002383341,0.00004225759,0.0002400938,0.00006878429,0.0003728475],"genre_scores_gemma":[0.976488,0.0006553413,0.01778952,0.00004601574,0.00001758388,0.0001050307,0.001124645,0.00007168679,0.003702235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001370603,"threshold_uncertainty_score":0.002725244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008077338610681651,"score_gpt":0.2155848048716822,"score_spread":0.2075074662610005,"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."}}