{"id":"W4288456109","doi":"10.1016/j.micres.2022.127149","title":"Campylobacter biofilms","year":2022,"lang":"en","type":"review","venue":"Microbiological Research","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biofilm; Campylobacter; Fastidious organism; Biology; Microbiology; Quorum sensing; Campylobacter jejuni; Bacteria; Extracellular polymeric substance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001543203,0.0004390965,0.0009534745,0.0001889906,0.0004175809,0.0001085526,0.0008591366,0.0009393116,0.002278646],"category_scores_gemma":[0.0004353141,0.0003066129,0.0006209087,0.0004540571,0.0003843513,0.000001829674,0.001793704,0.001266402,0.000424599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043447,"about_ca_system_score_gemma":0.0003573425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002092317,"about_ca_topic_score_gemma":0.000005744375,"domain_scores_codex":[0.9957415,0.00143595,0.0004965719,0.001096577,0.0002197548,0.001009627],"domain_scores_gemma":[0.9986525,0.0001751942,0.0001264847,0.0007880112,0.00008362757,0.000174185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003712928,0.00009560282,0.00000142798,0.0008205861,0.000117493,0.00003459091,0.000003555792,4.101358e-8,0.1857598,0.00004433051,0.02511521,0.7879703],"study_design_scores_gemma":[0.00009915494,0.0004379816,0.000001269973,0.000283711,0.00003508315,0.0001383173,0.00001052967,3.59438e-8,0.0008618193,0.000002928135,0.9977369,0.000392282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009394781,0.9951185,7.80142e-7,0.00003208908,0.0003864515,0.0006798877,0.0003151662,0.00002499879,0.002502675],"genre_scores_gemma":[0.00003438863,0.9911674,0.0001598385,0.00008404189,0.0006803084,0.0001074387,0.003663666,0.00006622866,0.004036685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9726217,"threshold_uncertainty_score":0.9999386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2173415643015812,"score_gpt":0.4272599799495937,"score_spread":0.2099184156480126,"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."}}