{"id":"W4399984288","doi":"10.7566/jpscp.42.011017","title":"ATLAS ITk Strip Sensor Quality Assurance Tests and Results of ATLAS18 Pre-production Sensors","year":2024,"lang":"en","type":"article","venue":"","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; TRIUMF; University of Toronto","funders":"Agencia Estatal de Investigación; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Javna Agencija za Raziskovalno Dejavnost RS; Institut \"Jožef Stefan\"; CERN; Univerzita Karlova v Praze","keywords":"Atlas (anatomy); Quality assurance; Computer science; Production (economics); Engineering; Operations management; Medicine","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":[0.001503235,0.0005414547,0.0005001149,0.0009072078,0.0004335476,0.0009446159,0.000677263,0.0007684167,0.002970092],"category_scores_gemma":[0.002886497,0.0002013614,0.0005533788,0.0008264092,0.0004032706,0.000535013,0.0006641975,0.0003255873,0.001194826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008687588,"about_ca_system_score_gemma":0.0003113244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163952,"about_ca_topic_score_gemma":0.001320236,"domain_scores_codex":[0.9972277,0.000197134,0.0001376514,0.0004664425,0.001775897,0.0001950751],"domain_scores_gemma":[0.9966983,0.0002978782,0.0003024329,0.0004987125,0.002103585,0.0000991395],"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":[0.002556551,0.000156987,0.05809736,0.0005782561,0.0001828191,0.0007921883,0.001036056,0.008825211,0.8522077,0.0007656537,0.006484511,0.06831671],"study_design_scores_gemma":[0.00005281649,0.002525714,0.1177283,0.00004499661,0.000170481,0.0008172506,0.0004277355,0.01073244,0.8460345,0.0002041341,0.02118254,0.00007907837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731001,0.00118644,0.01507827,0.0001543498,0.0001483497,0.0001186672,0.002578057,0.001476876,0.006158955],"genre_scores_gemma":[0.9855494,0.0002626883,0.006709479,0.0001140108,0.00001932585,0.00005733398,0.00240476,0.0002005755,0.004682461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002970092,"threshold_uncertainty_score":0.009935975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247363486389169,"score_gpt":0.292748478750991,"score_spread":0.2702748438870993,"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."}}