{"id":"W4403514047","doi":"10.1111/pce.15215","title":"Microbial Inoculants Drive Changes in Soil and Plant Microbiomes and Improve Plant Functions in Abandoned Mine Restoration","year":2024,"lang":"en","type":"article","venue":"Plant Cell & Environment","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions","keywords":"Microbial inoculant; Microbiome; Plant growth; Environmental science; Biology; Agroforestry; Agronomy; Bacteria; Paleontology; Bioinformatics","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":[0.000497603,0.0004070924,0.0005107783,0.0002325072,0.0003590177,0.0006404329,0.00037196,0.0004974799,0.00064404],"category_scores_gemma":[0.0006249264,0.0001656032,0.000348759,0.0001937701,0.0004570298,0.0003881429,0.0005918423,0.0006122097,0.0001297653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005336293,"about_ca_system_score_gemma":0.000891497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274107,"about_ca_topic_score_gemma":0.00478233,"domain_scores_codex":[0.9996891,0.00006456865,0.00002195711,0.00007012591,0.0000815727,0.00007280219],"domain_scores_gemma":[0.9996613,0.0000468387,0.00008533074,0.00002185889,0.00007075327,0.0001138611],"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":[0.0002581238,0.000109574,0.001994608,0.0001097075,0.00001406084,0.00005693137,0.0001014053,0.0001889546,0.9925696,0.00005152615,0.00004661036,0.004498805],"study_design_scores_gemma":[0.0001153249,0.007471159,0.2184269,0.0001312353,0.0001598804,0.0004901311,0.001947426,0.005777276,0.7561117,0.0007359294,0.00855654,0.0000765071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984623,0.0003441412,0.0008150959,0.00005382695,0.0000130248,0.00002430443,0.00006787266,0.00002703197,0.0001925146],"genre_scores_gemma":[0.9959239,0.0002998305,0.002885168,0.00008717838,0.000007428579,0.00004895462,0.0001508576,0.00001439413,0.0005823554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002274107,"threshold_uncertainty_score":0.004521728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007472234968092194,"score_gpt":0.1794337296459399,"score_spread":0.1719614946778477,"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."}}