{"id":"W2385349653","doi":"","title":"Research on Image Analyzing Software of RMB Sorting System","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Sorting; Renminbi; Software; Image (mathematics); Image processing; Artificial intelligence; Computer vision; Data mining; Pattern recognition (psychology); Algorithm; Operating system","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":[0.001599956,0.0005659178,0.0004421207,0.002002308,0.0004660495,0.00132309,0.001178073,0.0008426142,0.004871549],"category_scores_gemma":[0.002431463,0.0004114057,0.0005193482,0.001519638,0.0004510741,0.002146858,0.0003773189,0.0007852711,0.00213767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007311772,"about_ca_system_score_gemma":0.001006369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140817,"about_ca_topic_score_gemma":0.001049879,"domain_scores_codex":[0.9980845,0.000283071,0.0000853824,0.0003322816,0.001089654,0.0001250213],"domain_scores_gemma":[0.9980682,0.0002660449,0.00007289567,0.0001394785,0.001386834,0.00006654859],"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":[0.0002489285,0.0001660076,0.005873102,0.0005782233,0.00005498254,0.0002519776,0.0009253703,0.002778024,0.1997098,0.01925659,0.008888394,0.7612685],"study_design_scores_gemma":[0.000155203,0.001219733,0.02015586,0.000349377,0.0002752143,0.002504363,0.0006828127,0.124375,0.6155686,0.008243901,0.2262725,0.0001975231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09364858,0.005844005,0.8534907,0.001302467,0.0005058908,0.0003460982,0.0001958483,0.005733451,0.03893303],"genre_scores_gemma":[0.459317,0.006196196,0.4752618,0.0008766404,0.0004513522,0.00041896,0.001040885,0.0009399531,0.05549736],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004871549,"threshold_uncertainty_score":0.01629692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04532385669934953,"score_gpt":0.3608599617762584,"score_spread":0.3155361050769089,"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."}}