{"id":"W4407806016","doi":"10.1002/saj2.70018","title":"Investigating the nature of soil carbohydrates and amino compounds with liquid chromatography","year":2025,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Chemistry; Chromatography; Amino sugar; Organic chemistry","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":[0.0003959049,0.0003896754,0.0001979587,0.0009639403,0.0004344412,0.000708711,0.0003214975,0.0004387435,0.001242578],"category_scores_gemma":[0.0005856443,0.0001208135,0.0001893408,0.0008692499,0.0003976503,0.0005556099,0.0002447307,0.0006152513,0.0006912457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019592,"about_ca_system_score_gemma":0.0004909908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587955,"about_ca_topic_score_gemma":0.004075408,"domain_scores_codex":[0.9996892,0.00004732783,0.00001409271,0.00008886357,0.0001122076,0.00004830613],"domain_scores_gemma":[0.9996087,0.0001596553,0.00005903481,0.00001840339,0.000114862,0.00003937677],"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":[0.00008415409,0.0000404432,0.003066614,0.00006905691,0.00001657622,0.00004775319,0.0000211411,0.0001173903,0.9841173,0.00014783,0.0001025793,0.01216923],"study_design_scores_gemma":[0.00001358546,0.0002853383,0.02929275,0.00003388404,0.00004902904,0.000210941,0.0001434459,0.005752714,0.9561414,0.0005772481,0.007466193,0.00003353914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.850957,0.008508546,0.1206914,0.0006589489,0.0001928301,0.0005520238,0.004278863,0.0007668397,0.01339363],"genre_scores_gemma":[0.8693522,0.004906944,0.115688,0.0008994268,0.0001170802,0.000480743,0.00205515,0.0001480918,0.006352429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002587955,"threshold_uncertainty_score":0.005145848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006332678088712303,"score_gpt":0.2188776730458943,"score_spread":0.212544994957182,"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."}}