{"id":"W4403344294","doi":"10.5376/msb.2024.15.0008","title":"Influencing Factors and Consequences: The Effect of Root System on Microbial Community Dynamics under Soil Warming","year":2024,"lang":"en","type":"article","venue":"Molecular Soil Biology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Microbial population biology; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004989852,0.0001958862,0.0002627795,0.00002365555,0.0002219421,0.00004836281,0.0002536697,0.000183893,0.000003988268],"category_scores_gemma":[0.00006474777,0.00006330298,0.0001312257,0.0002148932,0.0003927229,0.00002267935,0.0001203812,0.0003526562,0.0000045029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007936988,"about_ca_system_score_gemma":0.00001443722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562556,"about_ca_topic_score_gemma":0.004933214,"domain_scores_codex":[0.9984566,0.0007984014,0.0002071767,0.0002166971,0.00008430246,0.0002368372],"domain_scores_gemma":[0.9989272,0.0008264091,0.00006356899,0.000104618,0.00002709085,0.00005110116],"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":[0.0000528791,0.00001542123,0.03542494,0.0001382617,0.000120433,0.00002095728,0.000218564,0.0001612427,0.9495448,0.007276395,0.000007532331,0.007018567],"study_design_scores_gemma":[0.0007691125,0.00552483,0.06539136,0.0007358564,0.0003666891,0.000290406,0.005373576,0.03025823,0.8875578,0.002299343,0.0003387119,0.001094082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983359,0.0004834743,0.00001468741,0.0003294849,0.0002327101,0.0001511534,0.00006143603,0.00008698362,0.0003041557],"genre_scores_gemma":[0.9997598,0.000008686088,0.000002796733,0.0001085299,0.00003205768,0.0000082151,0.00006950592,0.000002390026,0.000008026672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.061987,"threshold_uncertainty_score":0.5385543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084569000892852,"score_gpt":0.2249709984506315,"score_spread":0.214125308441703,"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."}}