{"id":"W4311192112","doi":"10.3390/fermentation8120699","title":"Ensiled Mixed Vegetables Enriched Carbohydrate Metabolism in Heterofermentative Lactic Acid Bacteria","year":2022,"lang":"en","type":"article","venue":"Fermentation","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Silage; Microbial inoculant; Lactic acid; Sorghum; Food science; Fermentation; Carbohydrate; Dry matter; Biology; Bacteria; Neutral Detergent Fiber; Carbohydrate metabolism; Chemistry; Animal science; Agronomy; Biochemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001423155,0.0001220965,0.0001822512,0.00003689313,0.0002275281,0.00002895392,0.0001109707,0.00002979278,0.001105467],"category_scores_gemma":[0.00001561451,0.00006342403,0.00005284187,0.0003821222,0.00003177001,0.0001801487,0.00007658247,0.0001099253,0.00002967804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000903177,"about_ca_system_score_gemma":0.000007957827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959991,"about_ca_topic_score_gemma":0.0001329481,"domain_scores_codex":[0.9986917,0.0004383029,0.0002163872,0.0002673146,0.0001576958,0.000228561],"domain_scores_gemma":[0.9997138,0.00006466601,0.000110391,0.00003581951,0.00002848609,0.00004686851],"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":[0.0001578547,0.0001665193,0.002519066,0.000002857268,0.000008822172,0.000006351082,0.000373845,0.000008334455,0.9934286,0.0003231448,0.0001617195,0.002842903],"study_design_scores_gemma":[0.000656648,0.0002115433,0.9356296,0.00000329054,0.00001168704,0.000003885743,0.002387771,0.00004825163,0.05830072,0.001654747,0.0009339284,0.0001579316],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980674,0.0001655104,0.00000140412,0.0006490911,0.0004753452,0.0002676783,0.00006235435,0.00003592408,0.0002752847],"genre_scores_gemma":[0.9982494,0.00002653688,0.00004359898,0.0004638854,0.00008587403,0.0002520895,0.0007511048,0.000001320261,0.0001262298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9351279,"threshold_uncertainty_score":0.9998077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037592588248696,"score_gpt":0.2399624470167673,"score_spread":0.2195865211342803,"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."}}