{"id":"W2592362120","doi":"","title":"The Microdiffraction and Fluorescence Synchrotron X-ray Microprobe","year":2004,"lang":"en","type":"article","venue":"Chemistry in Australia","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Synchrotron; CLs upper limits; Microprobe; Fluorescence; Materials science; Synchrotron radiation; Optics; Analytical Chemistry (journal); Physics; Chemistry; Mineralogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002327107,0.0007595084,0.001002076,0.001860401,0.002484642,0.000895908,0.002103779,0.0009863413,0.007730507],"category_scores_gemma":[0.001752628,0.0008223628,0.0004534128,0.001210134,0.001328868,0.001193365,0.001586831,0.002632332,0.002680979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361659,"about_ca_system_score_gemma":0.003951421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01587413,"about_ca_topic_score_gemma":0.05001938,"domain_scores_codex":[0.9973908,0.0002404841,0.0000944732,0.0003176249,0.001708009,0.0002486077],"domain_scores_gemma":[0.9986956,0.000215341,0.00009637371,0.0002781012,0.0004020319,0.000312719],"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":[0.0003276675,0.000101837,0.001177149,0.000702349,0.00003957291,0.0003670121,0.000443963,0.0006235625,0.7909849,0.0390275,0.03038357,0.1358208],"study_design_scores_gemma":[0.0001549621,0.0003735802,0.01265375,0.00006652475,0.00003595458,0.003342469,0.0001153822,0.007318787,0.6184307,0.005772998,0.3515449,0.0001901105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1054511,0.02395133,0.7984556,0.006609244,0.002357165,0.002443843,0.006948384,0.007046903,0.04673637],"genre_scores_gemma":[0.1202769,0.005117238,0.813361,0.000964048,0.0001846461,0.001570517,0.003455594,0.0006230631,0.05444703],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01587413,"threshold_uncertainty_score":0.03156346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009715369726129923,"score_gpt":0.2780977874396165,"score_spread":0.2683824177134866,"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."}}