{"id":"W4387580348","doi":"10.3389/fmicb.2023.1253588","title":"Inoculation with Lentilactobacillus buchneri alone or in combination with Lentilactobacillus hilgardii modifies gene expression, fermentation profile, and starch digestibility in high-moisture corn","year":2023,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Cégep Saint-Jean-sur-Richelieu","funders":"","keywords":"Lactobacillus buchneri; Biology; Pullulanase; Fermentation; Microbial inoculant; Food science; Carbohydrate metabolism; Microbiology; Inoculation; Biochemistry; Starch; Bacteria; Lactic acid; Horticulture; 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":[0.0001829797,0.0004740843,0.0004699478,0.0002750176,0.0001155892,0.0004562313,0.0002120958,0.000233482,0.0005739855],"category_scores_gemma":[0.0002107446,0.0001574538,0.0003232407,0.0002173574,0.0001775583,0.0002685105,0.0003835963,0.0004361521,0.0001601297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574324,"about_ca_system_score_gemma":0.0002307737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001638447,"about_ca_topic_score_gemma":0.001845633,"domain_scores_codex":[0.9997788,0.00003313494,0.00002782418,0.00005075917,0.00005442284,0.00005501744],"domain_scores_gemma":[0.9998568,0.00002607486,0.00004031673,0.00001464225,0.00002019353,0.00004203101],"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":[0.0001506893,0.00004756347,0.000580303,0.0000216821,0.000004911545,0.00002405019,0.00001556428,0.00002576781,0.9982829,0.000007460079,0.000008094688,0.0008310594],"study_design_scores_gemma":[0.00002198229,0.001450657,0.03454022,0.00001563364,0.00006212846,0.0001517891,0.0002184058,0.0009975673,0.9615198,0.00003250135,0.0009745577,0.00001475875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988004,0.0002615201,0.0003728105,0.0000292351,0.000009298736,0.00001504334,0.0001551688,0.0000246662,0.0003319674],"genre_scores_gemma":[0.9965768,0.0002512406,0.001446478,0.0000457009,0.000007822551,0.00003339253,0.0004355029,0.0000111269,0.001191912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638447,"threshold_uncertainty_score":0.003257871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009339597838666482,"score_gpt":0.2041280169666872,"score_spread":0.1947884191280208,"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."}}