{"id":"W7132905535","doi":"","title":"Soil Methane Dynamics of Skid Trails and Landings in Managed Northern Hardwood Forests","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Skid (aerodynamics); Sink (geography); Hydrology (agriculture); Temperate climate; Soil horizon; Spatial variability","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":[0.0001258737,0.0003223968,0.0002967239,0.0007719047,0.001145001,0.0008314533,0.0005342132,0.0002486541,0.0004355405],"category_scores_gemma":[0.0002412112,0.0002166196,0.0002092409,0.001188386,0.0007079492,0.0002509417,0.0003641795,0.0001645519,0.0001148569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009515719,"about_ca_system_score_gemma":0.003240072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.873027,"about_ca_topic_score_gemma":0.9523417,"domain_scores_codex":[0.9998073,0.000009334753,0.00001138224,0.00006037978,0.00004645776,0.00006518693],"domain_scores_gemma":[0.9996724,0.00001992613,0.00007821504,0.00001043612,0.00009939381,0.0001197211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003180703,0.00008265042,0.981429,0.00004034538,0.00005550003,0.0003852293,0.001768635,0.0003691152,0.01213219,0.00003299851,0.0001267897,0.00325946],"study_design_scores_gemma":[0.000003519029,0.0000186667,0.998822,0.000003309197,0.000007181011,0.00002800209,0.0006401992,0.0001954839,0.0001663594,0.000006176984,0.0001056712,0.000003350498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994954,0.00004126131,0.0000151332,0.000004985104,5.417804e-7,0.000004590225,0.0002194058,0.000001895716,0.0002167105],"genre_scores_gemma":[0.9990945,0.00006741411,0.00008245929,0.000007837671,0.000001261297,0.000006814488,0.0004482182,0.00000153285,0.0002898429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.873027,"threshold_uncertainty_score":0.2554415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009055389438289237,"score_gpt":0.2692551525095521,"score_spread":0.2601997630712629,"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."}}