{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768016,0.0004182248,0.0001921949,0.0004744482,0.0002433827,0.0005291218,0.0001837485,0.0002820583,0.0003763183],"category_scores_gemma":[0.0002078133,0.0001231677,0.0004559761,0.0005125991,0.0002606356,0.0005583283,0.0005084196,0.0004875613,0.0001641382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234672,"about_ca_system_score_gemma":0.0003712339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156675,"about_ca_topic_score_gemma":0.002346803,"domain_scores_codex":[0.9999127,0.0000102015,0.000007851529,0.00003015159,0.00001857931,0.00002045341],"domain_scores_gemma":[0.9999026,0.00001334543,0.00003800942,0.000009031854,0.00001739271,0.00001953733],"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":[0.0002054057,0.00003940893,0.03585953,0.0002512213,0.00004612541,0.0009678164,0.0005418636,0.0004248958,0.9279035,0.0004142569,0.00026969,0.03307625],"study_design_scores_gemma":[0.00003658727,0.0007953099,0.5647365,0.0001591042,0.0003217748,0.007556323,0.003345681,0.005496907,0.3803364,0.002023137,0.03508776,0.0001044198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993275,0.002054955,0.002922612,0.0003218818,0.00001698136,0.00001621062,0.0004631563,0.00004022957,0.0008889502],"genre_scores_gemma":[0.9885095,0.001782525,0.0072269,0.0002391589,0.00001831698,0.00002024286,0.00152991,0.000009797943,0.0006638142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002156675,"threshold_uncertainty_score":0.004288256,"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."}}