{"id":"W7015739833","doi":"","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":"Open MIND","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nitrous oxide; Agriculture; Organic farming; Soil organic matter; Soil water; Topsoil; Mulch; Greenhouse gas","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":[0.0002801821,0.0001881846,0.0002143841,0.00028009,0.001555853,0.0009444638,0.0006370649,0.0003262445,0.005485442],"category_scores_gemma":[0.0006363443,0.0001403332,0.0001988994,0.000532017,0.0003778369,0.0002651006,0.0002161424,0.0004484528,0.000353478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02111909,"about_ca_system_score_gemma":0.01336848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993536,"about_ca_topic_score_gemma":0.9983131,"domain_scores_codex":[0.99976,0.0000298294,0.000005014522,0.00005994919,0.00005736414,0.00008788837],"domain_scores_gemma":[0.9993404,0.0001024361,0.00007676864,0.00001960893,0.0003179861,0.0001429042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001753399,0.0008041606,0.7661421,0.0002801333,0.0003462062,0.000690085,0.003731461,0.00491185,0.0823482,0.001182797,0.04021634,0.09759327],"study_design_scores_gemma":[0.00003447079,0.0001199148,0.9880943,0.00002783647,0.00003329315,0.00001449807,0.001815026,0.00123264,0.002091127,0.00005380101,0.006469804,0.00001331818],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879772,0.0003219617,0.0001689057,0.001074622,0.00003196504,0.00003974868,0.001510496,0.00003945734,0.00883585],"genre_scores_gemma":[0.9774581,0.0004078,0.0004310849,0.0003771357,0.000007804595,0.00002603358,0.0008113897,0.00001895901,0.02046171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02111909,"threshold_uncertainty_score":0.1532304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290987280780261,"score_gpt":0.2419377026902215,"score_spread":0.2290278298824189,"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."}}