{"id":"W2910036964","doi":"10.4095/212695","title":"A comparison of seven methods for analysis of carbon in soils","year":2001,"lang":"en","type":"report","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Soil water; Carbon fibers; Environmental science; Environmental chemistry; Soil science; Mathematics; Chemistry; Algorithm","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":[0.01412514,0.001772184,0.001983674,0.01113828,0.001452072,0.001962797,0.003083902,0.001892348,0.001879141],"category_scores_gemma":[0.01807773,0.00123138,0.002460764,0.00463983,0.001028567,0.001485155,0.002744585,0.001927555,0.001538054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438013,"about_ca_system_score_gemma":0.001976324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196927,"about_ca_topic_score_gemma":0.00502765,"domain_scores_codex":[0.9707413,0.005642602,0.003061943,0.002695127,0.01695645,0.0009025059],"domain_scores_gemma":[0.980248,0.006771413,0.001406799,0.0023135,0.008538898,0.0007212945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003109429,0.0009749581,0.02819083,0.00957647,0.001772006,0.0003058103,0.0007889069,0.002266502,0.3056499,0.004112322,0.004343998,0.6389089],"study_design_scores_gemma":[0.0005857144,0.003560713,0.1111729,0.002278285,0.002966329,0.004046026,0.0008095053,0.0135488,0.7398403,0.0071667,0.1132328,0.0007919421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1435376,0.06840289,0.7579432,0.0009197068,0.00161331,0.006443244,0.004674694,0.003499655,0.01296564],"genre_scores_gemma":[0.07861073,0.0363458,0.8695523,0.000389662,0.0001794211,0.005033424,0.004330849,0.0006726636,0.004885178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01412514,"threshold_uncertainty_score":0.07470179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219563254289243,"score_gpt":0.4210624698611092,"score_spread":0.2991061444321849,"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."}}