{"id":"W6976591792","doi":"10.60692/emnd5-gd916","title":"DEVELOPMENT OF ACTIVE AIR SUSPENSION SYSTEM FOR SMALL AGRICULTURAL VEHICLES","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Air suspension; Air compressor; Suspension (topology); Piston (optics); Ride quality; Axle; Trailer; Gas compressor; Tractor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001092876,0.0001138177,0.0001831243,0.00007537239,0.0000623806,0.0000298185,0.0001082255,0.00007328588,0.000002041857],"category_scores_gemma":[0.00001646835,0.00008732067,0.00004976802,0.0001673362,0.000004592316,0.0002006947,0.00002607427,0.00006637115,0.00009573896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029183,"about_ca_system_score_gemma":0.0000189095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.897316e-7,"about_ca_topic_score_gemma":7.643345e-8,"domain_scores_codex":[0.9991456,0.00001106686,0.0004493818,0.00007220743,0.0001635397,0.000158233],"domain_scores_gemma":[0.9995904,0.000009546719,0.00006015427,0.00009575966,0.0001442412,0.00009988956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004907731,0.000009810236,0.0004227285,0.045409,0.0007929411,0.00000390696,0.4661494,0.430114,0.02301547,0.007187643,0.0008071408,0.02559719],"study_design_scores_gemma":[0.001005827,0.00005498244,0.002956377,0.0003767852,0.0000180392,0.000007538986,0.03512868,0.6394587,0.3199984,1.103217e-7,0.0007121431,0.0002824365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6268079,0.000001859917,0.3714703,0.00001778245,0.0001398387,0.0004256701,0.00005405502,0.000450927,0.0006316901],"genre_scores_gemma":[0.9937286,3.318979e-8,0.006080798,0.000006328069,0.00004503561,0.00008745232,0.00003392938,0.000009425775,0.000008349408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4310207,"threshold_uncertainty_score":0.3560833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103560808875912,"score_gpt":0.2073185706569775,"score_spread":0.1562829625682184,"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."}}