{"id":"W6922007919","doi":"10.1139/cjss2013-012","title":"Testing for soil carbon saturation behavior in agricultural soils receiving long-term manure amendments","year":2014,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Saturation (graph theory); Soil water; Manure; Soil organic matter; Soil fertility; Soil carbon; Organic matter; Total organic carbon","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":[0.0005276059,0.0004895096,0.0004691918,0.0004622635,0.0006850329,0.000478274,0.0005771049,0.0004079416,0.0005405946],"category_scores_gemma":[0.0005009123,0.0002457755,0.0005200293,0.0006258666,0.0004266725,0.0004219555,0.0004091493,0.0005657301,0.0001232391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615958,"about_ca_system_score_gemma":0.00145212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03993707,"about_ca_topic_score_gemma":0.08135904,"domain_scores_codex":[0.9995683,0.00003497408,0.00004128767,0.0001200667,0.0001534397,0.00008194894],"domain_scores_gemma":[0.9989704,0.0001845451,0.0002118477,0.0000613412,0.000433358,0.0001384982],"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":[0.0007266251,0.0001855584,0.04332181,0.000126056,0.00006044059,0.00009426063,0.0001858164,0.0001976215,0.9505849,0.00002988251,0.00004803685,0.004438937],"study_design_scores_gemma":[0.00004465773,0.003195225,0.6074802,0.00001597801,0.0001355544,0.0001236573,0.0006617938,0.00166966,0.3848011,0.00008923573,0.001743811,0.00003910801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987075,0.0001396325,0.0003350964,0.0000128316,0.000007070797,0.00005108736,0.0003938454,0.00001062159,0.0003422269],"genre_scores_gemma":[0.9957148,0.0002912002,0.00156791,0.00007020589,0.000006447276,0.0001762335,0.001141083,0.00001317591,0.001019032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03993707,"threshold_uncertainty_score":0.07940924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2166608331611241,"score_gpt":0.2477461236151531,"score_spread":0.03108529045402894,"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."}}