{"id":"W4311460588","doi":"10.1016/j.micpath.2022.105951","title":"Probiotic Paenibacillus polymyxa HGA4C and Bacillus licheniformis HGA8B combination improved growth performance, enzymatic profile, gene expression and disease resistance in Oreochromis niloticus","year":2022,"lang":"en","type":"article","venue":"Microbial Pathogenesis","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"School of Biosciences, University of Nottingham; Mahatma Gandhi University","keywords":"Paenibacillus polymyxa; Bacillus licheniformis; Probiotic; Microbiology; Biology; Bacillus (shape); Oreochromis; Gene expression; Gene; Bacteria; Bacillus subtilis; Biochemistry; Genetics; Fish <Actinopterygii>; Fishery","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":[0.0003024193,0.0002742302,0.0002938231,0.00005927857,0.0006438225,0.0000855047,0.0001928794,0.00008916964,0.0001858941],"category_scores_gemma":[0.0000671806,0.0001442842,0.0000700069,0.0005079593,0.0001039777,0.0002146203,0.0002299494,0.000170744,0.000005692063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015709,"about_ca_system_score_gemma":0.00002854837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005925446,"about_ca_topic_score_gemma":0.0001493455,"domain_scores_codex":[0.9982393,0.0002100469,0.0003778395,0.0005591781,0.000225019,0.0003886259],"domain_scores_gemma":[0.9993668,0.00006383413,0.0001575249,0.00009060346,0.00007356876,0.0002476689],"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":[0.000323744,0.0002517,0.007006626,0.0001456485,0.000006225299,0.00001563433,0.0002672967,0.00000102051,0.9890637,0.00004913589,0.0003009292,0.002568319],"study_design_scores_gemma":[0.00477635,0.001019171,0.7135853,0.0002581927,0.0001112109,0.00009897976,0.0008805412,0.0006081499,0.2731201,0.0008750974,0.003107174,0.001559717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964204,0.0009865039,0.000005937935,0.001060648,0.00006891679,0.0008305542,0.0004499398,0.00006692477,0.0001101318],"genre_scores_gemma":[0.9978862,0.000164724,0.0006158593,0.0003169629,0.00007989709,0.0001604329,0.0003462298,0.000005256629,0.0004244695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7159436,"threshold_uncertainty_score":0.5883739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007241072181192549,"score_gpt":0.1749553457930188,"score_spread":0.1677142736118263,"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."}}