{"id":"W3161716518","doi":"10.1021/acsagscitech.0c00074","title":"Chemistry and Associations of Carbon in Water-Stable Soil Aggregates from a Long-Term Temperate Agroecosystem and Implications on Soil Carbon Stabilization","year":2021,"lang":"en","type":"article","venue":"ACS Agricultural Science & Technology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"National Institute of Food and Agriculture; Kansas NSF EPSCoR","keywords":"Agroecosystem; Temperate climate; Soil carbon; Term (time); Carbon fibers; Environmental science; Environmental chemistry; Chemistry; Soil water; Ecology; Soil science; Materials science; Agriculture; Biology","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":[0.0001782935,0.0001671495,0.0002569929,0.00003958021,0.0002045945,0.00007960479,0.0002405309,0.0002145909,0.000007597369],"category_scores_gemma":[0.0001144109,0.00006898801,0.00002784281,0.001477005,0.0002903904,0.0001200014,0.0002063654,0.0001609011,5.875512e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333837,"about_ca_system_score_gemma":0.00003022557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126364,"about_ca_topic_score_gemma":0.01269166,"domain_scores_codex":[0.9986006,0.00003672888,0.0002708052,0.0005235028,0.0002031922,0.0003651984],"domain_scores_gemma":[0.9993421,0.00007993514,0.000133239,0.0001091475,0.0002564298,0.00007911208],"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":[0.000001766315,0.0000406439,0.2599027,0.000005060749,0.000004952338,0.000001636022,0.00007178524,0.00001360462,0.7379044,0.00007880647,4.917543e-7,0.001974176],"study_design_scores_gemma":[0.0001100675,0.00004118384,0.6017114,0.00002729612,0.00001076601,0.00001221304,0.0005246337,0.0002989345,0.3968934,0.0002406395,0.000003118973,0.0001264076],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967245,0.0004182075,1.214159e-7,0.002244704,0.00003724599,0.0001500496,0.00004275988,0.00007529507,0.0003070504],"genre_scores_gemma":[0.9994985,0.0002403463,0.00001061416,0.00002355631,0.00002691184,0.00003228982,0.0001260211,0.000001279382,0.00004046171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3418087,"threshold_uncertainty_score":0.7082247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009498708991469972,"score_gpt":0.2112124117378045,"score_spread":0.2017137027463345,"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."}}