{"id":"W2135820873","doi":"10.1109/iembs.2000.900395","title":"GEM: a new detector for scanned projection radiography","year":2002,"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":"Carleton University","funders":"","keywords":"Gas electron multiplier; Detector; Digital radiography; Physics; Optics; Photon counting; X-ray detector; Image resolution; Radiography; Photon; Optoelectronics; Nuclear physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004431798,0.0000903596,0.00008781433,0.00007363166,0.0001012693,0.00003608564,0.00006602686,0.0000180345,0.001636635],"category_scores_gemma":[0.000001562146,0.00007891306,0.0000916037,0.00022798,0.00001071046,0.0001435787,0.000008102043,0.00003897812,0.0001059509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007913195,"about_ca_system_score_gemma":0.00001237021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007662056,"about_ca_topic_score_gemma":0.000007566312,"domain_scores_codex":[0.9994529,0.000005430353,0.000120457,0.0001401163,0.00006500399,0.0002160585],"domain_scores_gemma":[0.9997601,0.00001655282,0.00003435402,0.00009406817,0.00002229913,0.00007262296],"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":[0.00009156215,0.0001560461,0.2754188,0.00002470961,0.0001998809,2.711928e-7,0.0009574118,0.0000205742,0.01425727,0.002489715,0.08841289,0.6179709],"study_design_scores_gemma":[0.007272186,0.000572472,0.06312466,0.00004302359,0.0001039804,0.000002904736,0.0002804896,0.1113704,0.4248298,0.004544044,0.3864219,0.001434147],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954057,0.00005374166,0.02769082,0.0001756424,0.0002770753,0.0004810472,0.00000713178,0.0001124027,0.01714509],"genre_scores_gemma":[0.99062,0.000001934779,0.003297082,0.00003652177,0.0003716938,0.00007057789,0.000005077878,0.00001013717,0.005587025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6165367,"threshold_uncertainty_score":0.999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566630398278791,"score_gpt":0.2320937285552695,"score_spread":0.2064274245724816,"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."}}