{"id":"W4391329637","doi":"10.18280/mmep.110114","title":"Impact Assessment of Different Propulsion Systems in Forestry Machinery on Soil Properties","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Science Foundation","keywords":"Forestry; Propulsion; Environmental science; Agroforestry; Aerospace engineering; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001737018,0.0002043505,0.0002853165,0.0001570539,0.00001375862,0.00007434005,0.00006455604,0.00009237559,0.000001428854],"category_scores_gemma":[0.000004751293,0.0001409209,0.0000557723,0.0001029471,0.000008634825,0.00005514202,0.00002151793,0.0002778988,0.000001409565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007588365,"about_ca_system_score_gemma":0.000007768276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001435633,"about_ca_topic_score_gemma":5.482759e-7,"domain_scores_codex":[0.9991321,0.000007527296,0.0002968875,0.0001611945,0.0001730161,0.000229289],"domain_scores_gemma":[0.9997329,0.00004724336,0.00001283413,0.0001308438,0.00001157852,0.00006461385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001834838,0.0000407886,0.00004004825,0.004785772,0.00003166546,0.000003276239,0.0002092184,0.979982,0.001720429,0.01233901,0.000002609594,0.0008433575],"study_design_scores_gemma":[0.00009460394,0.00007615422,0.00006400877,0.002411735,0.00001160238,0.000006905656,0.00001297868,0.9958047,0.00009931281,0.001253357,0.000003562188,0.0001610818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7966326,0.0007360846,0.2019968,0.00001047064,0.0001311137,0.0001833936,0.000003632963,0.0002062966,0.00009956716],"genre_scores_gemma":[0.9991448,0.0001387399,0.0005482631,6.144467e-7,0.00002823384,0.0000664935,0.000003418425,0.00005561719,0.0000138277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2025122,"threshold_uncertainty_score":0.5746587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115596189523124,"score_gpt":0.2322062982130743,"score_spread":0.211050336317843,"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."}}