{"id":"W3212584824","doi":"10.32920/ryerson.14664012.v1","title":"Plasmid transfer in planktonically-grown cultures and biofilms","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Biofilm; Microbiology; Plasmid; Exponential growth; Bacteria; Biology; Population; Bacterial growth; Microorganism; Stationary phase; Antibiotics; Chemistry; Gene; Biochemistry; Genetics; Chromatography","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":[0.0009715146,0.000636587,0.0009013759,0.0004309207,0.0003742897,0.0006642602,0.0005991122,0.0005784681,0.0008863998],"category_scores_gemma":[0.0006350572,0.0003832154,0.0005627171,0.0005367604,0.0002920252,0.0004415517,0.0006226146,0.001200911,0.0005257993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793211,"about_ca_system_score_gemma":0.00038203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836608,"about_ca_topic_score_gemma":0.002216858,"domain_scores_codex":[0.9989791,0.0002239984,0.0001228163,0.0002291894,0.0003290363,0.0001159255],"domain_scores_gemma":[0.9994256,0.0002048989,0.00008663795,0.00007953082,0.0001290603,0.00007433462],"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":[0.00003542208,0.000049317,0.0001691505,0.00004590581,0.000003857677,0.00002571205,0.00005601089,0.00003774042,0.9987871,0.00002754216,0.00001911523,0.000743068],"study_design_scores_gemma":[0.00001924714,0.001066774,0.007221976,0.00002439944,0.00002945321,0.0001395031,0.0001236133,0.001441606,0.9888666,0.0000777001,0.0009656724,0.00002340899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877352,0.001355654,0.007727443,0.0001255055,0.0001015825,0.0003461365,0.0009282231,0.0001056536,0.001574527],"genre_scores_gemma":[0.940662,0.003321369,0.04265027,0.0001292351,0.0001048946,0.0005371944,0.003110827,0.00009951888,0.009384763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002836608,"threshold_uncertainty_score":0.005640149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005934504310815,"score_gpt":0.2420819236298939,"score_spread":0.2320225785867857,"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."}}