{"id":"W4409327800","doi":"10.1016/j.aquaculture.2025.742559","title":"The substitution of fish meal-soybean meal mixture with fermented soybean meal promoted the growth of bullfrogs (Lithobates catesbeianus) to the same performance as florfenicol addition through positively affecting intestinal health and microbiota","year":2025,"lang":"en","type":"article","venue":"Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Biology; Lithobates; Meal; Soybean meal; Food science; Fish meal; Corn meal; Fish <Actinopterygii>; Biotechnology; Ecology; Fishery; Amphibian","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":[0.0004948573,0.0003042472,0.000326583,0.00001743293,0.001274304,0.0001200224,0.0004486071,0.0001444993,0.00001886609],"category_scores_gemma":[0.0001979087,0.000085016,0.0001058322,0.0009438595,0.0003926876,0.0001712018,0.0001020771,0.0004179619,0.000004170981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007137556,"about_ca_system_score_gemma":0.00005917828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080823,"about_ca_topic_score_gemma":0.00403919,"domain_scores_codex":[0.9981318,0.0003330324,0.0004135549,0.0004002949,0.0003296774,0.0003917148],"domain_scores_gemma":[0.9986798,0.0003149591,0.000352166,0.0001265192,0.0004283793,0.00009821574],"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":[0.003181348,0.00100304,0.01302012,0.0007361994,0.0006524005,0.0000105567,0.02987397,0.00001309385,0.8208633,0.0178408,0.09798528,0.01481987],"study_design_scores_gemma":[0.002812808,0.006560632,0.4887156,0.003694722,0.0003839004,0.0004737867,0.03195071,0.0001769285,0.4103077,0.001763262,0.05200204,0.001157907],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394886,0.0004316027,0.00001968377,0.05779086,0.00006250788,0.001443194,0.0002536323,0.00005807762,0.0004518346],"genre_scores_gemma":[0.9958014,0.0001402677,0.0001677452,0.003036188,0.0001334455,0.00005849102,0.0003847632,0.000003088493,0.0002745866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4756955,"threshold_uncertainty_score":0.9801044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009977343498464613,"score_gpt":0.2285235951249579,"score_spread":0.2185462516264933,"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."}}