{"id":"W4220760923","doi":"10.3390/f13040553","title":"Seven-Year Changes in Bulk Density Following Forest Harvesting and Machine Trafficking in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Forests","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Bulk density; Soil water; Environmental science; Snow; Soil science; Water content; Snowpack; Soil texture; Taiga; Bulk soil; Hydrology (agriculture); Geology; Soil fertility; Ecology; Geotechnical engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003566664,0.0003184978,0.0002685655,0.001060477,0.001538751,0.0007301488,0.0009772866,0.0003050827,0.0012399],"category_scores_gemma":[0.0006320393,0.0002062132,0.0002161766,0.001635597,0.0005627724,0.0002193747,0.0004719621,0.0003998063,0.0002931366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01768264,"about_ca_system_score_gemma":0.008616826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986165,"about_ca_topic_score_gemma":0.9961001,"domain_scores_codex":[0.9996684,0.00001286446,0.000008898693,0.00004233887,0.0001565513,0.0001109399],"domain_scores_gemma":[0.9987483,0.00004411238,0.0001079195,0.00002794157,0.0008582689,0.0002134911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003527552,0.0001307363,0.9726969,0.00002852703,0.00005798474,0.0002822674,0.001339985,0.0004337354,0.002622572,0.00007378,0.001703275,0.02027761],"study_design_scores_gemma":[0.000001709023,0.00001809682,0.9984924,0.000004968356,0.000005000165,0.00001636648,0.0006533497,0.0001626304,0.0001120264,0.00000822108,0.0005204097,0.000004826244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958275,0.0002097158,0.0001399213,0.00006524016,0.000009494998,0.00002130003,0.001835639,0.000020594,0.00187058],"genre_scores_gemma":[0.9928773,0.0002305327,0.0003347517,0.00005067166,0.00000424553,0.00001257723,0.003044462,0.000005953888,0.003439521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768264,"threshold_uncertainty_score":0.1282972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008021062358381533,"score_gpt":0.1865970777408196,"score_spread":0.1785760153824381,"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."}}