{"id":"W3165257942","doi":"10.3390/su13115836","title":"Interaction between Biofilm Formation, Surface Material and Cleanability Considering Different Materials Used in Pig Facilities—An Overview","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut de Recherche et de Développement en Agroenvironnement","funders":"Mitacs","keywords":"Biofilm; Contamination; Persistence (discontinuity); Environmental science; Waste management; Bacteria; Environmental engineering; Pulp and paper industry; Ecology; Biology; Engineering; Geotechnical engineering","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":[0.0004336007,0.0007165119,0.0008369469,0.00173552,0.0002363705,0.00124144,0.0003276196,0.000807097,0.001685721],"category_scores_gemma":[0.0003803951,0.0002856604,0.0008564795,0.0009196054,0.0002357828,0.0009779306,0.0004896038,0.0007111584,0.000376828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004841307,"about_ca_system_score_gemma":0.0007298152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683254,"about_ca_topic_score_gemma":0.002081371,"domain_scores_codex":[0.9996263,0.00007084058,0.00004844897,0.00007313755,0.0001378356,0.00004337077],"domain_scores_gemma":[0.999743,0.0001289745,0.00004974757,0.000004162271,0.00006253683,0.00001154698],"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":[0.0001941629,0.0001687556,0.005023442,0.05070202,0.000513824,0.001091734,0.0006204569,0.001356576,0.07912734,0.004454357,0.008423922,0.8483234],"study_design_scores_gemma":[0.00001300014,0.00157415,0.04345126,0.009689675,0.001231726,0.007427688,0.001278755,0.001363641,0.03417461,0.004081842,0.8955454,0.0001682579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008924155,0.9841214,0.002221586,0.0005703971,0.0002154181,0.00002697179,0.0001195026,0.00002066786,0.003779849],"genre_scores_gemma":[0.02721796,0.9670012,0.00282627,0.0002944045,0.000195174,0.00002440472,0.0001609649,0.000007432629,0.002272138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00173552,"threshold_uncertainty_score":0.005639255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285784995462351,"score_gpt":0.290878176047206,"score_spread":0.2622996765009709,"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."}}