{"id":"W4226074824","doi":"10.23977/jemm.2022.070104","title":"The Structure Design of a New Kind Powder Dispenser","year":2022,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hebei University","keywords":"ALARM; Evening; Mistake; Morning; Computer science; Medical emergency; Medicine; Engineering; Electrical engineering; Physics","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":[0.0006012872,0.0008440305,0.001047152,0.001149643,0.000716514,0.001298803,0.002494271,0.001489277,0.005297501],"category_scores_gemma":[0.0007451071,0.0006286267,0.00109736,0.0006766501,0.0004432352,0.001419364,0.0008205762,0.0004749858,0.00252277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000500568,"about_ca_system_score_gemma":0.0007071287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000712169,"about_ca_topic_score_gemma":0.0004597168,"domain_scores_codex":[0.9986142,0.0001195886,0.0001105252,0.000339907,0.0007198611,0.00009593635],"domain_scores_gemma":[0.9993494,0.00005611168,0.0000829799,0.00008410502,0.0003599035,0.00006742333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001109852,0.0004723783,0.004118436,0.002516215,0.0001820065,0.001640651,0.0006217621,0.01033595,0.6028792,0.01998295,0.01081733,0.3453233],"study_design_scores_gemma":[0.0006432025,0.006353278,0.01259383,0.0002153721,0.0008639978,0.009044229,0.0003648499,0.2200191,0.4579349,0.003728168,0.2877251,0.0005139972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09003037,0.003144814,0.8691943,0.0008901871,0.001303301,0.001039764,0.0005993419,0.005624831,0.02817311],"genre_scores_gemma":[0.5105335,0.001434786,0.458332,0.0005962013,0.0003767032,0.0008197564,0.0007106962,0.0002544205,0.02694194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005297501,"threshold_uncertainty_score":0.01772195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005043577499651796,"score_gpt":0.1772571518020376,"score_spread":0.1722135743023858,"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."}}