{"id":"W4396666464","doi":"10.3390/microorganisms12050938","title":"Straw from Different Crop Species Recruits Different Communities of Lignocellulose-Degrading Microorganisms in Black Soil","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Straw; Agronomy; Microbial population biology; Microorganism; Biology; Hemicellulose; Crop; Oryza sativa; Bacteria; Botany; Lignin; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672415,0.0005043347,0.0003320983,0.0004566225,0.0003014599,0.0004794709,0.0001397846,0.0002628353,0.0004802931],"category_scores_gemma":[0.0001487128,0.000208533,0.0003102524,0.0003471796,0.0002047246,0.0003260314,0.0003774686,0.0003229595,0.0001569955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930373,"about_ca_system_score_gemma":0.0003154495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375869,"about_ca_topic_score_gemma":0.00397167,"domain_scores_codex":[0.999796,0.00001724111,0.00001534872,0.00008435295,0.00003909182,0.0000479753],"domain_scores_gemma":[0.9998925,0.00001066375,0.0000312335,0.000006530447,0.00002593398,0.00003309739],"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":[0.0001294195,0.00004614499,0.009389612,0.00004098236,0.00001379564,0.00004876858,0.00008148326,0.0000355538,0.9884935,0.00001458432,0.000013518,0.001692694],"study_design_scores_gemma":[0.00001937364,0.0009969372,0.6243567,0.00002335062,0.00006602624,0.0004053632,0.001016423,0.001136207,0.3706369,0.00008581678,0.001232583,0.00002433145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990851,0.0001599847,0.0002648997,0.00001114375,0.000003264088,0.00001251963,0.0002237967,0.000007165578,0.0002322211],"genre_scores_gemma":[0.9967954,0.0002378242,0.001404572,0.00004950888,0.000004705387,0.00003155017,0.0007984494,0.000007068426,0.0006709032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002375869,"threshold_uncertainty_score":0.004724026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060335937129994,"score_gpt":0.2026823384030277,"score_spread":0.1820789790317278,"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."}}