{"id":"W3214479709","doi":"10.1063/5.0055900","title":"Development and assessment of an x-ray tube-based multi-beam x-ray scatter projection imaging system","year":2021,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optics; Physics; Pencil (optics); Detector; X-ray tube; Synchrotron; Pixel; Data acquisition; Projection (relational algebra); Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001954034,0.0005206217,0.0006268367,0.0005745561,0.0003819693,0.0009640969,0.001829808,0.001260865,0.002133829],"category_scores_gemma":[0.001662945,0.0004065332,0.0004057795,0.0004285545,0.0004161651,0.001243843,0.0008479794,0.0008046147,0.001375497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007103954,"about_ca_system_score_gemma":0.001802514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038773,"about_ca_topic_score_gemma":0.0007899412,"domain_scores_codex":[0.9988275,0.0001508745,0.00007497912,0.0001932945,0.000683538,0.00006977023],"domain_scores_gemma":[0.9985244,0.0001388254,0.0001046177,0.0001532864,0.0008972579,0.000181631],"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":[0.0002373542,0.0002936801,0.002265399,0.0003736219,0.00004429544,0.0001901355,0.0001644059,0.002709422,0.9434866,0.001265156,0.001227726,0.0477423],"study_design_scores_gemma":[0.00009513983,0.003787892,0.007414308,0.00006779161,0.0001233341,0.00106879,0.0001077372,0.05371772,0.9104404,0.0001955224,0.02284712,0.0001342133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2715846,0.001625044,0.7162809,0.0007011548,0.0002601896,0.00245784,0.000505243,0.003211077,0.003374002],"genre_scores_gemma":[0.2683085,0.001080475,0.7230811,0.0002813733,0.00006658463,0.000982573,0.001029879,0.0002827288,0.004886759],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002133829,"threshold_uncertainty_score":0.01033401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788373520581437,"score_gpt":0.2811182406221611,"score_spread":0.2632345054163467,"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."}}