{"id":"W7162016436","doi":"10.82308/12069","title":"Surface application of wood mulches does not increase nitrous oxide emissions from agricultural organic soil in Southern Quebec","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lysimeter; Lolium multiflorum; Lolium perenne; Nitrous oxide; Leaching (pedology); Ecological engineering","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":[0.0001775331,0.0002168234,0.0002112181,0.0002833871,0.001211439,0.0007340155,0.0003789365,0.0002321355,0.001951415],"category_scores_gemma":[0.0003556469,0.0001291069,0.0001784933,0.0004218063,0.0003625676,0.0001974524,0.0001804806,0.0002932028,0.0001361152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01522678,"about_ca_system_score_gemma":0.007084447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9815891,"about_ca_topic_score_gemma":0.9960418,"domain_scores_codex":[0.9998355,0.00001197304,0.000004730665,0.00005160783,0.0000414303,0.00005464462],"domain_scores_gemma":[0.9995535,0.00004820745,0.00007001004,0.00001585562,0.0002071826,0.000105122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001462263,0.0005186021,0.6944262,0.0003270004,0.0002286935,0.0007149825,0.002687213,0.002036524,0.2514602,0.0002316977,0.002971947,0.04293469],"study_design_scores_gemma":[0.00001538038,0.0002911321,0.9898804,0.00001436785,0.00003602457,0.00002160645,0.00118093,0.0008073267,0.00482169,0.00001431736,0.002907026,0.000009785245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980925,0.0001401409,0.00006941463,0.00006978673,0.00000409854,0.00001480781,0.0002716866,0.000009629701,0.001327932],"genre_scores_gemma":[0.9943627,0.0001706224,0.0002167443,0.00007600194,0.000001586736,0.00001256208,0.0003625878,0.000004532222,0.004792745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01841092,"threshold_uncertainty_score":0.1104785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006851037106911401,"score_gpt":0.2085429445375844,"score_spread":0.201691907430673,"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."}}