{"id":"W3146949807","doi":"10.1107/s1600577521002496","title":"The lower energy diffraction and scattering side-bounce beamline for materials science at the Canadian Light Source","year":2021,"lang":"en","type":"article","venue":"Journal of Synchrotron Radiation","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Canadian Light Source (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Saskatchewan; Canadian Light Source","keywords":"Beamline; Wiggler; Monochromator; Optics; Diffraction; Advanced Photon Source; Synchrotron; Synchrotron radiation; Scattering; Bragg's law; Photon; Physics; Materials science; High-energy X-rays; Photon energy; Beam (structure); Nuclear physics","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":[0.002508399,0.001382487,0.001705421,0.003520597,0.00544757,0.00239712,0.002562569,0.000906637,0.06974255],"category_scores_gemma":[0.001063356,0.001055892,0.001006408,0.003552423,0.001081193,0.001321374,0.001388117,0.003704798,0.02018224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01975985,"about_ca_system_score_gemma":0.03278346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4095663,"about_ca_topic_score_gemma":0.644713,"domain_scores_codex":[0.9967119,0.0001885803,0.00006892271,0.0003620436,0.002221052,0.0004475339],"domain_scores_gemma":[0.9977955,0.00008606258,0.00008693427,0.0002129809,0.001244488,0.0005740026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008509338,0.0002999406,0.005515589,0.001134187,0.0001099904,0.0003250653,0.0005771714,0.001641745,0.4016473,0.04863243,0.4463493,0.0929163],"study_design_scores_gemma":[0.0002706309,0.0002001994,0.01218332,0.000133487,0.00006727895,0.0003655784,0.0001248155,0.004177243,0.1294655,0.0018781,0.8509799,0.0001539431],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1465005,0.01689196,0.1673063,0.01770727,0.005044768,0.00544134,0.1989666,0.01554431,0.426597],"genre_scores_gemma":[0.1203747,0.01145228,0.3606256,0.002391108,0.0002737725,0.001940232,0.143841,0.003101865,0.3559996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5904337,"threshold_uncertainty_score":0.8143647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007269148206832166,"score_gpt":0.236924884385717,"score_spread":0.2296557361788848,"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."}}