{"id":"W2781608703","doi":"10.1038/s41598-017-18367-x","title":"A Gaussian extension for Diffraction Enhanced Imaging","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Imaging phantom; Optics; Scattering; Attenuation; Refraction; Diffraction; Gaussian; Synchrotron radiation; Phase-contrast imaging; Spectrum analyzer; Computer science; Materials science; Physics; Phase contrast microscopy","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":[0.001073613,0.0008947972,0.0003805397,0.0006110112,0.0003049469,0.0008017011,0.001097686,0.001012814,0.004255573],"category_scores_gemma":[0.002084928,0.000261941,0.0008502622,0.001014406,0.0008316586,0.00109724,0.0008787228,0.001240527,0.002882631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007144327,"about_ca_system_score_gemma":0.0009386843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225416,"about_ca_topic_score_gemma":0.001397769,"domain_scores_codex":[0.9994782,0.0001161068,0.00002669822,0.00009763046,0.0002395982,0.00004188899],"domain_scores_gemma":[0.9994198,0.0001791609,0.00005175707,0.0001218237,0.0001864777,0.00004112248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001834558,0.0001152357,0.0004253394,0.0002407529,0.00004822102,0.0003456386,0.0001756107,0.07096229,0.09148513,0.6169493,0.007790755,0.2112782],"study_design_scores_gemma":[0.0000226291,0.00007412025,0.0003712146,0.00003727177,0.00001757608,0.0005721113,0.00002061274,0.8484924,0.02596157,0.08139207,0.04298206,0.00005635598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001329678,0.0001603176,0.9963751,0.00006714265,0.00004457021,0.00002407955,0.0000414346,0.0003072272,0.001650389],"genre_scores_gemma":[0.04017528,0.0006118753,0.9516504,0.0001746204,0.00006765182,0.0001016763,0.0001818566,0.0002680409,0.006768604],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004255573,"threshold_uncertainty_score":0.01423627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109397055116174,"score_gpt":0.3008436202497994,"score_spread":0.2897496496986376,"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."}}