{"id":"W2781244114","doi":"10.3389/fmicb.2017.02504","title":"Comparative Metagenomics of Cellulose- and Poplar Hydrolysate-Degrading Microcosms from Gut Microflora of the Canadian Beaver (Castor canadensis) and North American Moose (Alces americanus) after Long-Term Enrichment","year":2017,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Biochemical and Molecular Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada; University of Toronto; Government of Ontario","keywords":"Microcosm; Beaver; Metagenomics; Biology; Castor canadensis; Cellulose; Hydrolysate; Frass; Botany; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001018778,0.0002186203,0.0004908332,0.00008644898,0.0001320619,0.00002495861,0.0004484826,0.0001417592,0.000003489848],"category_scores_gemma":[0.00002668591,0.0001785238,0.00008413499,0.00007397641,0.001815938,0.000005734008,0.0003606646,0.0001915499,4.822298e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007205079,"about_ca_system_score_gemma":0.000184903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08710147,"about_ca_topic_score_gemma":0.3128785,"domain_scores_codex":[0.9986866,0.0001399438,0.0002736175,0.0004641382,0.0000529051,0.0003828632],"domain_scores_gemma":[0.9990001,0.00001439834,0.0002679941,0.0005023043,0.00006187101,0.0001533076],"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":[0.0001104834,0.00001873251,0.3859006,0.00001350335,0.0001424877,0.000007214283,0.0001617502,8.13553e-7,0.6125184,6.546634e-7,0.0004740653,0.0006512994],"study_design_scores_gemma":[0.0004691715,0.0001171956,0.3392127,0.00001915871,0.00005452471,0.00001190362,0.0001143974,0.000009903759,0.6575075,0.000007917676,0.002268618,0.0002069982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939125,0.005027246,0.00006170671,0.0001567858,0.0001603114,0.0002831773,0.0003789191,0.000001382718,0.00001799602],"genre_scores_gemma":[0.9971099,0.0006621332,0.001777003,0.0001851977,0.0000309623,0.00001509153,0.000132601,0.00001680323,0.00007028173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.225777,"threshold_uncertainty_score":0.9189776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061977570410941,"score_gpt":0.2371971281527138,"score_spread":0.2265773524486044,"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."}}