{"id":"W2351173911","doi":"","title":"The Application of com and stl Technology in Intelligent Earthwork Balance System","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earthworks; Computer science; Realization (probability); Balance (ability)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003890803,0.0004025351,0.0004145218,0.001093448,0.0006656934,0.001089177,0.0007021965,0.0004814003,0.006452246],"category_scores_gemma":[0.000698445,0.0002824975,0.000274144,0.001522714,0.0004055009,0.001669987,0.0007225499,0.0003800515,0.001718795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004998737,"about_ca_system_score_gemma":0.0005718553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578573,"about_ca_topic_score_gemma":0.002455526,"domain_scores_codex":[0.999557,0.00007421603,0.00003438494,0.00006746423,0.000232189,0.00003461796],"domain_scores_gemma":[0.9996618,0.00007073994,0.00002479705,0.00005701367,0.0001657781,0.00001995085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004757918,0.0001262311,0.007292758,0.0002569082,0.00004493797,0.0002739151,0.0003189956,0.04423163,0.05144231,0.03417048,0.01210719,0.8492588],"study_design_scores_gemma":[0.0002287505,0.0006646111,0.006315636,0.00006410026,0.0001215618,0.0007078143,0.0001667744,0.7457478,0.104347,0.01174777,0.1297843,0.0001037936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0483714,0.0005230426,0.9056587,0.0007784911,0.0002454148,0.00009018197,0.0001499939,0.00515063,0.03903228],"genre_scores_gemma":[0.6979221,0.0006123472,0.271976,0.0003715333,0.0002140365,0.0001656879,0.0003955268,0.0003824175,0.02796018],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006452246,"threshold_uncertainty_score":0.02158487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003527662185542236,"score_gpt":0.2018465037620757,"score_spread":0.1983188415765335,"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."}}