{"id":"W4321786854","doi":"10.3390/microorganisms11030570","title":"Plant and Native Microorganisms Amplify the Positive Effects of Microbial Inoculant","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; China Scholarship Council; Government of Jiangsu Province; Lakehead University","keywords":"Microbial inoculant; Microorganism; Beneficial organism; Biology; Agronomy; Soil water; Nutrient; Environmental science; Horticulture; Bacteria; Ecology; Inoculation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003432219,0.000827764,0.0005265381,0.0003916662,0.0001548476,0.0004369642,0.0002263394,0.000370283,0.001037607],"category_scores_gemma":[0.0003116469,0.0001834211,0.000387471,0.0001845805,0.0002908524,0.0002858876,0.0005374575,0.0006612496,0.0001963593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674561,"about_ca_system_score_gemma":0.0003447547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006390809,"about_ca_topic_score_gemma":0.001320455,"domain_scores_codex":[0.9995641,0.00007954215,0.0000394806,0.0001028286,0.0001335425,0.00008049481],"domain_scores_gemma":[0.9993529,0.0001461924,0.0001634194,0.00006118033,0.0001051331,0.0001712108],"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":[0.00009932081,0.00005754939,0.0006681213,0.00006433165,0.00001009399,0.00002214066,0.00001284445,0.00002489486,0.9973885,0.00002486245,0.000009047468,0.001618318],"study_design_scores_gemma":[0.00002493583,0.002252822,0.0489397,0.00002578692,0.0000805344,0.0001549792,0.0001061168,0.0006153201,0.9457706,0.00008891777,0.001927629,0.00001276515],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995995,0.0009720212,0.001457777,0.00003431388,0.00001823306,0.0000380161,0.000143812,0.00008319785,0.001257512],"genre_scores_gemma":[0.9950964,0.0003686932,0.003036034,0.00005828896,0.000008200444,0.00004839602,0.0002231633,0.00001866434,0.001142071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001037607,"threshold_uncertainty_score":0.003471136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006398545654548863,"score_gpt":0.1863483000394678,"score_spread":0.1799497543849189,"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."}}