{"id":"W2038292555","doi":"10.1111/j.1574-6941.2011.01295.x","title":"<i>In situ</i>identification of carboxymethyl cellulose-digesting bacteria in the rumen of cattle fed alfalfa or triticale","year":2012,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Rumen; Biology; Fibrobacter succinogenes; Bacteria; Cellulase; Microbiology; Carboxymethyl cellulose; Ruminococcus; Clostridia; Cellulose; Food science; Triticale; Biochemistry; Fermentation; Botany; Chemistry; Sodium","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":[0.0006673817,0.0001015401,0.0002448005,0.0001395669,0.00001772782,0.000002636099,0.000166026,0.0002434565,0.0001243664],"category_scores_gemma":[0.00007789316,0.00007750577,0.0000350387,0.0002072855,0.0001484846,0.00006758143,0.00003177602,0.0001785934,0.00003389541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000517786,"about_ca_system_score_gemma":0.00001757481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004605469,"about_ca_topic_score_gemma":0.0001142727,"domain_scores_codex":[0.9989216,0.0001892313,0.0004369255,0.000140688,0.00002091058,0.0002905999],"domain_scores_gemma":[0.9995115,0.0001821113,0.00008626458,0.0001727653,0.00002590599,0.00002144948],"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":[0.0000369171,0.0001159224,0.01088076,0.00008911907,0.00001073839,9.458159e-7,0.0006499398,0.00001485341,0.987333,0.00004671909,0.0007188341,0.0001022544],"study_design_scores_gemma":[0.0006741983,0.0001176936,0.07720154,0.00001156504,0.00001675596,0.00005592094,0.0004709977,0.00004597747,0.915617,0.00003287962,0.005620285,0.0001351361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976551,0.0002421055,0.00001705111,0.0004168151,0.001121734,0.0002344201,0.00001582628,0.00001821078,0.0002787251],"genre_scores_gemma":[0.9994124,0.00004461155,0.0001766522,0.0000759755,0.00007453962,0.00001619689,0.00003976496,0.000009711299,0.0001501169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07171594,"threshold_uncertainty_score":0.3160594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398887097188814,"score_gpt":0.2248383170681906,"score_spread":0.2108494460963025,"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."}}