{"id":"W2613445668","doi":"10.23977/jemm.2017.21007","title":"Design of Sandblasting Machine for Renovating Oil Barrel Based on PLC","year":2017,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barrel (horology); Production line; Engineering; Scheme (mathematics); Rock blasting; Production efficiency; Automotive engineering; Mechanical engineering; Process engineering; Mining engineering","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":[0.0009055866,0.000157457,0.0003648269,0.0001912945,0.0001127706,0.00003556265,0.0002196408,0.0001566363,0.000002041375],"category_scores_gemma":[0.0006046651,0.0001364619,0.00008091964,0.00004352694,0.000006389638,0.00008797614,0.00001951542,0.0003517645,1.377854e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000248203,"about_ca_system_score_gemma":0.0000220369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003621847,"about_ca_topic_score_gemma":5.356394e-7,"domain_scores_codex":[0.9991672,0.00001082378,0.0004421531,0.00008143199,0.0001193112,0.0001790912],"domain_scores_gemma":[0.9991539,0.0002171862,0.000303538,0.0001960567,0.00007762513,0.00005167102],"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":[0.0001154399,0.00001655985,0.00002412993,0.0002478431,0.0001080012,0.0000106688,0.0000216893,0.8962439,0.0802328,0.005114125,0.00007225652,0.01779258],"study_design_scores_gemma":[0.001327166,0.0002511568,0.00001607457,0.0004249584,0.00003804468,0.00002195576,0.000004946639,0.992044,0.005184742,0.0003124232,0.0002465461,0.0001279556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01242999,0.0005673239,0.985392,0.00007705763,0.001223491,0.00008915226,0.00001092783,0.00005705643,0.0001529903],"genre_scores_gemma":[0.9877826,0.00004644857,0.01186016,0.00001013021,0.0002463837,0.00000588494,7.758225e-7,0.00003485717,0.00001273676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9753526,"threshold_uncertainty_score":0.5564755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762909696178333,"score_gpt":0.21355551549045,"score_spread":0.1959264185286667,"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."}}