{"id":"W2100211522","doi":"10.1128/aem.00217-10","title":"Quantitative Fluorescence <i>In Situ</i> Hybridization of Microbial Communities in the Rumens of Cattle Fed Different Diets","year":2010,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"Agriculture and Agri-Food Canada","keywords":"Biology; In situ; Rumen; Fluorescence in situ hybridization; Animal science; Food science; Chemistry; Biochemistry; Fermentation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003192633,0.0003233754,0.0003017736,0.0004579173,0.0002641945,0.0003909358,0.0001617412,0.0003391724,0.0006657981],"category_scores_gemma":[0.0003139392,0.0001795923,0.0002105172,0.0002822902,0.0003016809,0.0001931106,0.0001616344,0.0003594257,0.0001796341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772326,"about_ca_system_score_gemma":0.0001275139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517017,"about_ca_topic_score_gemma":0.001335539,"domain_scores_codex":[0.9997781,0.00004449954,0.00001446133,0.00008116595,0.00003544417,0.00004646216],"domain_scores_gemma":[0.99979,0.00006432538,0.00004324776,0.00001025269,0.00004838713,0.00004379195],"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":[0.0002354847,0.000008454902,0.0009646313,0.00002268792,0.000005558615,0.000007107313,0.00006218901,0.00001107981,0.9975931,0.000009388653,0.000005507858,0.001074751],"study_design_scores_gemma":[0.00003216029,0.0009517681,0.1981223,0.00003545998,0.00009349208,0.0003117429,0.000693251,0.001316085,0.7962194,0.0001023407,0.002094331,0.00002763579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958904,0.0004891329,0.002612092,0.00003156555,0.000008523163,0.00001110447,0.00040456,0.00002366645,0.0005289491],"genre_scores_gemma":[0.9853441,0.0007761988,0.009103135,0.0001173207,0.00002186822,0.0001088407,0.001947973,0.00003366031,0.002546886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001517017,"threshold_uncertainty_score":0.003016353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045221899167256,"score_gpt":0.1924430534373351,"score_spread":0.1819908344456625,"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."}}