{"id":"W2486135172","doi":"10.1346/cms-wls-16.1","title":"Humic Fractions and the Nature of Organic Materials in Intimate Association with Soil Clays","year":2009,"lang":"en","type":"book-chapter","venue":"Clay Minerals Society eBooks","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Environmental chemistry; Association (psychology); Environmental science; Chemistry; Psychology; Psychotherapist","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":[0.0002272998,0.0001846667,0.0001017933,0.001156704,0.0002852497,0.0009891004,0.0001661528,0.0001945076,0.00125749],"category_scores_gemma":[0.0004912932,0.00007830957,0.00009337306,0.0007765656,0.0005007636,0.0005752578,0.000526445,0.000287738,0.0001704677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821508,"about_ca_system_score_gemma":0.0001656117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081716,"about_ca_topic_score_gemma":0.001813751,"domain_scores_codex":[0.9998776,0.00001648701,0.000008303655,0.00002819176,0.00004202579,0.00002730399],"domain_scores_gemma":[0.9993578,0.00009138858,0.0003109938,0.00001384678,0.000114448,0.0001115583],"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":[0.001121087,0.0002415611,0.4317194,0.00147322,0.000303609,0.002009997,0.002108271,0.00113957,0.4447561,0.01683852,0.001750701,0.09653815],"study_design_scores_gemma":[0.000004584208,0.0001368586,0.9587258,0.00005998361,0.00003366714,0.0007819508,0.001065326,0.0005389523,0.02332946,0.006028383,0.009274461,0.00002063499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799783,0.009573477,0.001350416,0.0001910163,0.00003827945,0.00002105013,0.0003704267,0.00001746204,0.008459577],"genre_scores_gemma":[0.9976568,0.0009597015,0.0002180829,0.00003733247,0.00004483875,0.000002479158,0.0001171524,0.00000162829,0.0009619084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002081716,"threshold_uncertainty_score":0.004206657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008010724181240932,"score_gpt":0.2010648399913478,"score_spread":0.1930541158101069,"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."}}