{"id":"W73878698","doi":"","title":"The effects of soil scarification on humus decomposition rate in forests in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Epsilon Archive for Student Projects (University of Southampton)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humus; Scarification; Decomposition; Environmental science; Forest floor; Organic matter; Soil science; Forestry; Ecology; Soil water; Agronomy; Geography; Biology; Germination","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":[0.0002577706,0.0002980633,0.000265503,0.0008794935,0.001863111,0.0008588102,0.0005748185,0.0002559159,0.00124274],"category_scores_gemma":[0.000822205,0.0002441741,0.0001472966,0.0009004167,0.0007244276,0.0001872062,0.0003485625,0.0003452547,0.000177429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01616652,"about_ca_system_score_gemma":0.007912931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886556,"about_ca_topic_score_gemma":0.996991,"domain_scores_codex":[0.9996792,0.00002812162,0.00001363095,0.00006114949,0.00008268037,0.0001352159],"domain_scores_gemma":[0.9989238,0.0001119241,0.0001102582,0.00003254932,0.0004711739,0.000350139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008831883,0.000193526,0.9427822,0.00008902073,0.00009670023,0.0004209156,0.001647948,0.0009019489,0.02377024,0.0001094394,0.001267009,0.02783795],"study_design_scores_gemma":[0.000004780228,0.00002385284,0.9982516,0.000007020572,0.000007561014,0.00002409071,0.000672209,0.0001878178,0.0004569275,0.00001005381,0.0003488131,0.000005283419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986179,0.0002195687,0.00003999447,0.00003841725,0.000001893925,0.000009940127,0.0002493464,0.000007090528,0.0008158195],"genre_scores_gemma":[0.9980955,0.0001930818,0.0001307355,0.00003197908,6.544082e-7,0.000006782931,0.0002815529,0.000003711207,0.001256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01616652,"threshold_uncertainty_score":0.1172969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005712332191412209,"score_gpt":0.1942484293473203,"score_spread":0.1885360971559081,"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."}}