{"id":"W2138254621","doi":"10.1071/an14184","title":"Improving the feeding value of straws with Pleurotus ostreatus","year":2014,"lang":"en","type":"article","venue":"Animal Production Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Higher Education Commision, Pakistan; Higher Education Commission, Pakistan","keywords":"Pleurotus ostreatus; Lignin; Rumen; Straw; Hemicellulose; Chemistry; Incubation; Food science; Nutrient; Animal science; Stover; Agronomy; Solid-state fermentation; Fermentation; Biology; Crop; Biochemistry","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":[0.0005408134,0.00007049194,0.00008440697,0.00001448362,0.000402439,0.00004018937,0.0002466548,0.00001729653,0.00001858458],"category_scores_gemma":[0.0002717078,0.00002054329,0.00002337885,0.0006493495,0.0006612277,0.0002554261,0.00005004538,0.00006763166,0.000007217609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001020418,"about_ca_system_score_gemma":0.00001456076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001698256,"about_ca_topic_score_gemma":0.00001957439,"domain_scores_codex":[0.9990781,0.00004281626,0.0001124885,0.0003229787,0.0002347833,0.0002088092],"domain_scores_gemma":[0.999548,0.00007073543,0.0001055411,0.0000653929,0.000165002,0.00004530699],"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":[0.00003648499,0.00002432268,0.003127193,0.000002305365,7.321354e-7,1.073602e-7,0.00002649254,0.00000986883,0.9802839,0.003438494,0.00003488218,0.01301525],"study_design_scores_gemma":[0.00005795449,0.0009135651,0.6221651,0.00001210626,0.000004770303,0.00002132247,0.0003427892,0.0002284083,0.3749028,0.0003029637,0.0009640385,0.00008414165],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966738,0.00001522655,0.00001476135,0.002108016,0.0001000233,0.0001203387,0.00000178068,0.00002621026,0.0009398691],"genre_scores_gemma":[0.9995031,0.000005108287,0.0001266443,0.00007537539,0.000226528,0.000005171383,0.000001267619,4.145499e-7,0.00005635216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.619038,"threshold_uncertainty_score":0.3095276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988766290072231,"score_gpt":0.2277177093367836,"score_spread":0.2078300464360613,"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."}}