{"id":"W4405396905","doi":"10.23977/jeis.2024.090321","title":"Design and Application of Experimental Data Management System Integrating Remote Monitoring and Historical Data Analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia","funders":"","keywords":"Computer science; Data management; Data science; Systems engineering; Engineering; Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001209998,0.00005259096,0.0001000527,0.0003315786,0.0001231265,0.0002447908,0.0007115892,0.00001351504,6.811565e-8],"category_scores_gemma":[0.00001472721,0.00004280796,0.000009581138,0.0009163092,0.00004368197,0.005287251,0.0004764747,0.00008097693,1.09403e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500697,"about_ca_system_score_gemma":0.00007557053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004640533,"about_ca_topic_score_gemma":8.796115e-8,"domain_scores_codex":[0.9991008,0.00001090512,0.0003500524,0.0001625572,0.000290868,0.00008480888],"domain_scores_gemma":[0.9992134,0.00005416191,0.0002307591,0.0003375892,0.0001166716,0.00004739854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006537586,0.00001415079,0.00003520895,0.00007824135,0.00005763573,0.000001027136,0.0005897129,0.002838938,0.004831971,0.4331704,0.00005082591,0.5583254],"study_design_scores_gemma":[0.0000430527,0.00005207949,0.0001211497,0.00003308762,0.00002720088,0.00004339016,0.0001055291,0.994213,0.001055547,0.0009023661,0.003360646,0.00004297781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002052315,0.00208418,0.9954867,0.0001759507,0.00003412864,0.00008771489,0.000001605663,0.00001705837,0.0000602833],"genre_scores_gemma":[0.5777425,0.0005011707,0.4217353,0.0000064842,0.000009761869,9.91934e-7,0.0000018481,8.783803e-7,0.000001126077],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.991374,"threshold_uncertainty_score":0.3833129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03927979343127859,"score_gpt":0.3367814893350414,"score_spread":0.2975016959037629,"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."}}