{"id":"W4386816348","doi":"10.23977/jemm.2023.080310","title":"Design of an Automatic Packaging Machine for Syringes","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Embedded Systems and FPGA Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syringe; Mechanical engineering; Engineering; Engineering drawing; Computer science","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":[0.000577669,0.0006183544,0.0006544524,0.0009611937,0.0007563363,0.0008725346,0.002285126,0.001111434,0.007282938],"category_scores_gemma":[0.0007819884,0.0006929341,0.0005086198,0.0005050111,0.0003837086,0.0008834671,0.0006046275,0.0005260906,0.002254711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004851958,"about_ca_system_score_gemma":0.0008562363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004934206,"about_ca_topic_score_gemma":0.0003581596,"domain_scores_codex":[0.9989234,0.00008755601,0.00007359517,0.0002115426,0.0006270635,0.000076854],"domain_scores_gemma":[0.9993291,0.0001016036,0.00009547128,0.00007483028,0.0003327309,0.00006633758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004512986,0.0002828458,0.003516179,0.001301017,0.00009599895,0.0006599469,0.0004408417,0.01525418,0.4385568,0.0324508,0.01621321,0.490777],"study_design_scores_gemma":[0.0003925344,0.004794083,0.01055318,0.0003138225,0.0002374858,0.005263947,0.0001759467,0.3285029,0.2984905,0.005233523,0.3455791,0.0004630622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02437304,0.0008010121,0.9533939,0.0003557839,0.0007419676,0.0006160218,0.0001402306,0.007020419,0.01255761],"genre_scores_gemma":[0.3017686,0.0004583586,0.6830212,0.0003490555,0.0002875263,0.0006011862,0.000296281,0.0002635891,0.01295409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007282938,"threshold_uncertainty_score":0.02436388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524413202828824,"score_gpt":0.2318702209009641,"score_spread":0.2166260888726759,"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."}}