{"id":"W2022311680","doi":"10.1021/es800194m","title":"Response to Comment on “Microbially Derived Inputs to Soil Organic Matter: Are Current Estimates Too Low?”","year":2008,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Environmental science; Organic matter; Environmental chemistry; Soil science; Chemistry; Ecology; Geology; Biology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002766421,0.001413819,0.0009501418,0.001194641,0.002398372,0.001819817,0.001487087,0.01294321,0.2536324],"category_scores_gemma":[0.02002093,0.0006102191,0.001132963,0.0008581766,0.0009665411,0.002331217,0.001822608,0.008367747,0.1668403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563418,"about_ca_system_score_gemma":0.002477806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008674821,"about_ca_topic_score_gemma":0.01062121,"domain_scores_codex":[0.9974256,0.0002953372,0.0002374869,0.0002165201,0.001484489,0.000340611],"domain_scores_gemma":[0.9914881,0.002458274,0.0007646577,0.0003134482,0.00416219,0.0008133732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002270585,0.000007676913,0.00007077286,0.00003037043,0.000001640382,0.00004304487,0.00001727572,0.000006358603,0.00008774825,0.00009911804,0.9978339,0.001779399],"study_design_scores_gemma":[0.00002721468,0.00004074656,0.0008933176,0.0001366902,0.000008193904,0.00007366276,0.0002095697,0.00004466475,0.0004580567,0.0003441393,0.9977376,0.00002605282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001361176,0.001184869,0.0007703542,0.7049998,0.2192481,0.0003859443,0.005713009,0.001646924,0.06468988],"genre_scores_gemma":[0.007519075,0.00170622,0.0009997162,0.5912421,0.04870287,0.0005086314,0.002927395,0.00107629,0.3453177],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2536324,"threshold_uncertainty_score":0.8484848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008681259528053382,"score_gpt":0.2052333314728014,"score_spread":0.1965520719447481,"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."}}