{"id":"W4408252521","doi":"10.1016/j.fbio.2025.106327","title":"Unravelling the response mechanism of extracellular polysaccharides synthesis and salt stress resistance in Tetragenococcus halophilus JY1biofilm formation","year":2025,"lang":"en","type":"article","venue":"Food Bioscience","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Science Foundation of Guangdong Province","keywords":"Biofilm; Extracellular polysaccharide; Chemistry; Salt (chemistry); Polysaccharide; Mechanism (biology); Extracellular polymeric substance; Microbiology; Extracellular; Resistance (ecology); Bacteria; Biochemistry; Biology; Organic chemistry; Ecology; Genetics","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":[0.000221038,0.0001995188,0.0002064034,0.0001475391,0.0002014418,0.0003274956,0.0002110569,0.000349081,0.0005065753],"category_scores_gemma":[0.0001666817,0.0001336214,0.0002528418,0.0001470503,0.0002000232,0.0004710087,0.0003116802,0.0006569649,0.0001602451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004060605,"about_ca_system_score_gemma":0.0005125004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298265,"about_ca_topic_score_gemma":0.002155736,"domain_scores_codex":[0.9999036,0.00001276677,0.000008683115,0.00001695696,0.00003149638,0.00002656955],"domain_scores_gemma":[0.9998952,0.00002114301,0.00002727098,0.00001167444,0.00002217183,0.00002244562],"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":[0.00002547988,0.00001141292,0.000449662,0.00001873703,0.000001378586,0.00002169841,0.00002127818,0.00005206791,0.9982288,0.0001357406,0.00001882392,0.001014807],"study_design_scores_gemma":[0.00001378649,0.0001564956,0.0437857,0.00001468519,0.00001714046,0.0001594308,0.000406778,0.006628599,0.9459371,0.0005088167,0.002351686,0.00001971083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959079,0.0008083811,0.002324983,0.0003087066,0.00001491781,0.0000112342,0.0001141901,0.00003184442,0.0004778686],"genre_scores_gemma":[0.995899,0.0005442795,0.002298601,0.00007667037,0.000006471615,0.00001673705,0.0001695393,0.000008768502,0.0009797839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002298265,"threshold_uncertainty_score":0.004569709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009561587592964675,"score_gpt":0.2208541453096751,"score_spread":0.2112925577167104,"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."}}