{"id":"W4214639611","doi":"10.22323/1.314.0516","title":"Diamond Detector Technology: Status and Perspectives","year":2017,"lang":"en","type":"article","venue":"Proceedings of The European Physical Society Conference on High Energy Physics — PoS(EPS-HEP2017)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Large Hadron Collider; Diamond; Detector; Tracking (education); Upgrade; Radiation hardening; Luminosity; Chemical vapor deposition; Physics; SIGNAL (programming language); Optoelectronics; Particle detector; Optics; Materials science; Nuclear physics; Computer science; Astrophysics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001502039,0.000410066,0.0004209652,0.00002660136,0.000938115,0.0003048431,0.001052191,0.00005552062,0.00001482783],"category_scores_gemma":[0.00002264716,0.000313062,0.0002747605,0.0001874369,0.0008817319,0.0005304381,0.0007048362,0.0004234416,0.0000224917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000409376,"about_ca_system_score_gemma":0.00005856364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009305248,"about_ca_topic_score_gemma":8.950507e-7,"domain_scores_codex":[0.9982162,0.00002234905,0.000248983,0.0005825975,0.0003612683,0.0005686628],"domain_scores_gemma":[0.9984489,0.00003767211,0.0005587353,0.0004725361,0.0003255448,0.0001566216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004903135,0.0004161361,0.04005199,0.00004436357,0.0003166994,3.148744e-7,0.003033515,0.000007076927,0.147659,0.765093,0.0004490861,0.0428797],"study_design_scores_gemma":[0.001936337,0.0002740013,0.173482,0.0002999422,0.0001605785,6.331149e-7,0.002271428,0.001799727,0.570004,0.2478284,0.0007782103,0.001164688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715015,0.00002195143,0.00008445628,0.0005729655,0.0001217431,0.0001400835,0.00004108792,0.00007701208,0.0274392],"genre_scores_gemma":[0.9984458,0.00005405629,0.0001978675,0.00002480722,0.0007820704,0.00002289173,0.00000409647,0.00005487406,0.0004135185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5172647,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904448614037505,"score_gpt":0.2322287752321148,"score_spread":0.2131842890917398,"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."}}