{"id":"W7081996874","doi":"10.1007/s00374-025-01931-3","title":"Rhizosphere carbon reaction in response to wildfire smoke deposition","year":2025,"lang":"en","type":"article","venue":"Biology and Fertility of Soils","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Rhizosphere; Deposition (geology); Carbon cycle; Carbon fibers; Smoke; Biomass (ecology); Soil carbon; Carbon sequestration","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004491474,0.00005814881,0.0001153654,0.00003994312,0.0000372626,0.000005336034,0.0001331015,0.0001256766,0.000001183334],"category_scores_gemma":[0.0002296317,0.00005480582,0.00001689046,0.0001772513,0.00005407824,0.00003982571,0.00008728587,0.00007468727,5.050643e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001619641,"about_ca_system_score_gemma":0.000031234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004244749,"about_ca_topic_score_gemma":0.00008401611,"domain_scores_codex":[0.9993596,0.0001221557,0.0001499986,0.0002293946,0.0000242284,0.0001146016],"domain_scores_gemma":[0.9996082,0.0001091852,0.00003082363,0.0002017665,0.00002519499,0.00002486593],"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":[0.001987896,0.0001339543,0.4408461,0.00007753,0.00001974238,0.000006177789,0.0007221601,0.00001576955,0.4889136,0.002690219,0.00005067115,0.06453621],"study_design_scores_gemma":[0.0001674493,0.00006736627,0.9658209,0.00004067565,0.000001875702,0.000001687548,0.00003629569,0.00107927,0.02301405,0.009364671,0.0003545695,0.0000512041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908227,0.0001661012,0.001593729,0.004182214,0.00007839405,0.00007515364,5.265843e-7,0.0000239666,0.0030572],"genre_scores_gemma":[0.9991348,0.000005560975,0.0005357688,0.0001746065,0.000004061904,0.000007782717,0.000001443339,3.318146e-7,0.0001355817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5249748,"threshold_uncertainty_score":0.2234916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211235968277729,"score_gpt":0.2589257238170452,"score_spread":0.2468133641342679,"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."}}