{"id":"W4412539596","doi":"10.1186/s13568-025-01916-3","title":"Milk yield, rumen fermentation, and microbiota of Shami goats fed diets supplemented with spirulina and yeast","year":2025,"lang":"en","type":"article","venue":"AMB Express","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Desert Research Center","keywords":"Rumen; Biology; Spirulina (dietary supplement); Dry matter; Fermentation; Prevotella; Food science; Animal science; Yeast; Butyric acid; Botany; Biochemistry; Bacteria; Ecology","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":[0.00003337654,0.00008048259,0.0001287632,0.00001116356,0.00008341095,0.00001925667,0.00006142263,0.00003589074,0.00006706215],"category_scores_gemma":[0.000008460232,0.00003310985,0.00001507602,0.00009467421,0.0001106085,0.00005529059,0.00006026131,0.0000314513,0.000001188982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000431736,"about_ca_system_score_gemma":0.000003201088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002427012,"about_ca_topic_score_gemma":0.0000968639,"domain_scores_codex":[0.9995153,0.00002663717,0.0001129875,0.0001851731,0.00004376297,0.0001161233],"domain_scores_gemma":[0.9997922,0.00005161104,0.00004634499,0.00003132465,0.00004397992,0.00003460002],"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":[0.0001513008,0.00007168578,0.0289947,0.00001885071,0.00001320555,9.530727e-7,0.00005337367,1.620606e-7,0.9671111,0.0002610755,0.001505962,0.00181762],"study_design_scores_gemma":[0.000548545,0.0004252314,0.9051554,0.0001063541,0.0000144052,0.000003207372,0.0005472116,0.000008897879,0.08866734,0.000286575,0.0041326,0.0001041921],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978521,0.0001601542,0.000004710085,0.001250057,0.00002247849,0.0001679788,0.0001033485,0.00001187215,0.0004272809],"genre_scores_gemma":[0.9990903,0.00009659275,0.00009317199,0.0002238517,0.00001487136,0.00001300085,0.000074664,4.596971e-7,0.0003930741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8784438,"threshold_uncertainty_score":0.1350181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163025138076691,"score_gpt":0.2246929986128454,"score_spread":0.2130627472320785,"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."}}