{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001980963,0.0001951841,0.0002357392,0.00002386146,0.0002347067,0.00005345338,0.0002684419,0.0001329431,0.00003724841],"category_scores_gemma":[0.00004989767,0.00007142911,0.00007674469,0.0005058065,0.0002003809,0.00004193169,0.0002062485,0.0001733244,0.00005644434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002560677,"about_ca_system_score_gemma":0.00001267677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000468565,"about_ca_topic_score_gemma":0.0004437271,"domain_scores_codex":[0.9989093,0.0001132189,0.0002063553,0.0002935054,0.0001555697,0.0003220488],"domain_scores_gemma":[0.9991603,0.0005255095,0.0001041658,0.00007532252,0.00006022965,0.00007447439],"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":[0.00002301654,0.00003142088,0.001146993,0.00001370931,0.00003922676,0.00002173332,0.0007301829,2.450716e-7,0.995028,0.0005330679,0.0005851922,0.001847192],"study_design_scores_gemma":[0.0002704746,0.0002097621,0.1322326,0.00003073012,0.000036179,0.0000697107,0.0006012791,0.00003374682,0.8650299,0.0005943494,0.0006959309,0.0001953885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980062,0.0002179499,0.000003764261,0.0007479457,0.000191972,0.0003312242,0.0002849421,0.00009390621,0.0001220771],"genre_scores_gemma":[0.9988681,0.0001080146,0.00005147405,0.0005136725,0.0001050983,0.000008406343,0.0001972966,0.000003887622,0.0001440532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310856,"threshold_uncertainty_score":0.2912794,"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."}}