{"id":"W4324096810","doi":"10.22323/1.420.0058","title":"Monitoring Quality of ATLAS ITk Strip Sensors Through Database","year":2023,"lang":"en","type":"article","venue":"","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Carleton University; TRIUMF; University of Toronto","funders":"Agencia Estatal de Investigación; Science and Technology Facilities Council; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy","keywords":"Computer science; Workflow; Python (programming language); Scalability; Database; Upload; Quality assurance; Embedded system; Data quality; Automation; Software; Software engineering; Operating system; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003882365,0.0008484719,0.001064683,0.002846263,0.0005694426,0.003960786,0.002455899,0.0005877547,0.004709631],"category_scores_gemma":[0.005476287,0.0005176799,0.0005340182,0.003009133,0.0005675199,0.0021866,0.001708206,0.0008137937,0.004402641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341581,"about_ca_system_score_gemma":0.00121127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004200594,"about_ca_topic_score_gemma":0.002159512,"domain_scores_codex":[0.9928104,0.000489152,0.0006957419,0.001634757,0.00400304,0.000366875],"domain_scores_gemma":[0.9929094,0.0006656647,0.0006967071,0.001822781,0.003562735,0.0003427548],"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":[0.007992936,0.001058166,0.292034,0.003072113,0.001132334,0.001725466,0.00427592,0.05111678,0.1294087,0.01121616,0.1454685,0.3514988],"study_design_scores_gemma":[0.0004021918,0.001369887,0.1868701,0.0002422761,0.0005451644,0.001702728,0.001437598,0.2913241,0.3294929,0.006203997,0.1798287,0.0005803549],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.592691,0.003120808,0.1370481,0.00103113,0.0006924469,0.000941435,0.1138178,0.1139215,0.03673592],"genre_scores_gemma":[0.8648815,0.0006002012,0.04528258,0.0004158503,0.0000744853,0.0004547646,0.07818705,0.00262936,0.007474278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004709631,"threshold_uncertainty_score":0.02053213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883951098892752,"score_gpt":0.3499836363817646,"score_spread":0.2615885264924894,"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."}}