{"id":"W2605645225","doi":"10.3390/qubs1010004","title":"The Brightest Light in Canada: The Canadian Light Source","year":2017,"lang":"en","type":"article","venue":"Quantum Beam Science","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Argonne National Laboratory; Basic Energy Sciences; National Research Council Canada; Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Office of Science; University of Saskatchewan; Canadian Light Source; University of Washington; U.S. Department of Energy","keywords":"CLs upper limits; Light source; Beamline; Synchrotron light source; Phase (matter); Computer science; Optics; Engineering physics; Telecommunications; Physics; Storage ring; Optometry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003377468,0.0005669752,0.0004995341,0.002133181,0.02377267,0.009474648,0.001723089,0.002312147,0.01957497],"category_scores_gemma":[0.003353579,0.0006266136,0.0005966742,0.003436278,0.004284844,0.002694834,0.004247452,0.004520955,0.002153166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1338791,"about_ca_system_score_gemma":0.3326757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949633,"about_ca_topic_score_gemma":0.9979918,"domain_scores_codex":[0.995366,0.0002120254,0.00005352678,0.0003535155,0.00264478,0.001370209],"domain_scores_gemma":[0.99272,0.0001989138,0.0001320869,0.0001425315,0.004201761,0.002604831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002794143,0.0001043225,0.0122035,0.0004977204,0.00003917383,0.0009535138,0.00362912,0.0005852262,0.003620225,0.1328286,0.7278156,0.1174435],"study_design_scores_gemma":[0.00003155221,0.0000221908,0.01056579,0.0002094016,0.00001728289,0.0001285068,0.002292607,0.0002650945,0.0006938908,0.004348994,0.9813346,0.00009004096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07085314,0.03587695,0.007100877,0.3412963,0.006705425,0.0004094769,0.009069653,0.001193366,0.5274947],"genre_scores_gemma":[0.4589241,0.03221504,0.02803873,0.07136501,0.0008661673,0.0002255448,0.004970587,0.0009073096,0.4024874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1338791,"threshold_uncertainty_score":0.9713654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008953508303628028,"score_gpt":0.2501553341435028,"score_spread":0.2412018258398747,"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."}}