{"id":"W2056839465","doi":"10.1118/1.3244116","title":"Poster — Wed Eve—12: Initial Experiments in Monoenergetic X‐Ray Scatter Imaging at the BioMedical Imaging and Therapy facility of the Canadian Light Source","year":2009,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Carleton University","funders":"","keywords":"Optics; Collimated light; Physics; Medical imaging; Beamline; Detector; Photon; Beam (structure); Projection (relational algebra); Synchrotron radiation; Synchrotron; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001996905,0.000185905,0.0001927665,0.00004180389,0.0001621305,0.00002581572,0.0002790809,0.00005185916,0.00007618438],"category_scores_gemma":[0.00003436326,0.0001187135,0.00006175583,0.0001682037,0.0003177888,0.0001271108,0.00006572695,0.0003766955,0.000006459114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250747,"about_ca_system_score_gemma":0.00007109382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080601,"about_ca_topic_score_gemma":0.0006668904,"domain_scores_codex":[0.9986274,0.00006208481,0.0002690114,0.0001994418,0.0004346499,0.0004074435],"domain_scores_gemma":[0.9993955,0.00005673629,0.00003331483,0.0002836987,0.0000186073,0.0002121182],"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":[0.00007013881,0.0002576436,0.1164466,0.0000705905,0.00007748958,0.00007948528,0.01233963,0.001137117,0.03583514,0.00004141023,0.00461815,0.8290266],"study_design_scores_gemma":[0.01138933,0.0001219731,0.3571402,0.001160607,0.0001090721,0.0001583912,0.001578095,0.09550396,0.4227769,0.008983384,0.09821117,0.002866948],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784524,0.002079345,0.003872999,0.01314113,0.0004207624,0.0002767803,0.00001550022,0.00007344026,0.001667654],"genre_scores_gemma":[0.9969738,0.00002749106,0.00001384733,0.002779451,0.0001462175,0.000009777689,0.000008943435,0.00001582846,0.00002469996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8261597,"threshold_uncertainty_score":0.4840995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007973561892507919,"score_gpt":0.2375003289748186,"score_spread":0.2295267670823107,"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."}}