{"id":"W4416088424","doi":"10.1002/mbo3.70133","title":"“Expanding the Lactococcal Cell Wall Polysaccharide Paradigm: Novel Structures and Metabolic Pathways in the Emerging Dairy Species <i>Pseudolactococcus laudensis</i> and <i>Pseudolactococcus raffinolactis</i> ”","year":2025,"lang":"en","type":"article","venue":"MicrobiologyOpen","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Institute for Biological Sciences","funders":"Science Foundation Ireland","keywords":"Polysaccharide; Cell wall; Lactococcus lactis; Genome; Metabolic pathway; Lactococcus; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0007466878,0.0003971257,0.0004690242,0.00006040469,0.0006482156,0.0003658074,0.0008415563,0.000258569,0.00004986742],"category_scores_gemma":[0.00004509556,0.0001360218,0.0001105117,0.0005164854,0.0003387028,0.0001709238,0.0005019009,0.0006286466,0.000005008982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000283106,"about_ca_system_score_gemma":0.00002838936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004093919,"about_ca_topic_score_gemma":0.001100688,"domain_scores_codex":[0.997869,0.0002733804,0.000454976,0.0006338989,0.0001019606,0.0006668518],"domain_scores_gemma":[0.9989007,0.0006116656,0.000168084,0.0002139195,0.00003226224,0.00007343845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007690164,0.00008282735,0.01825366,0.00001538467,0.00004256227,0.000006618607,0.0006446459,0.000003225711,0.9738607,0.003523684,0.0008125211,0.00267728],"study_design_scores_gemma":[0.001746164,0.0002350959,0.8033754,0.0000908916,0.0001538514,0.0001446549,0.003268309,0.00004895106,0.09382554,0.002281838,0.09406181,0.0007674863],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989434,0.002493506,0.00001234464,0.005347691,0.0001916344,0.001379631,0.000127946,0.00004651169,0.0009667371],"genre_scores_gemma":[0.9952725,0.0005690458,0.00005267337,0.003707097,0.0001119473,0.00007957011,0.00004422112,0.000003692145,0.0001592129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8800352,"threshold_uncertainty_score":0.5546809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882936430663484,"score_gpt":0.2299996581822742,"score_spread":0.2111702938756393,"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."}}