{"id":"W4238462975","doi":"10.1002/xrs.2385","title":"News","year":2012,"lang":"en","type":"article","venue":"X-Ray Spectrometry","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Undulator; DESY; Physics; Free-electron laser; Linear particle accelerator; Thermal emittance; Laser; Optics; Particle accelerator; Electron; Klystron; Free electron model; Beam (structure); Nuclear physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009388413,0.0008066061,0.0004869479,0.001094834,0.001549236,0.005806129,0.001278863,0.002923073,0.5481288],"category_scores_gemma":[0.004512277,0.0003033567,0.0006388117,0.001079592,0.0006037831,0.003301707,0.001636403,0.003052212,0.4179885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514225,"about_ca_system_score_gemma":0.002411533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003626625,"about_ca_topic_score_gemma":0.006268494,"domain_scores_codex":[0.999146,0.00007785912,0.00004291874,0.0001529453,0.0004369566,0.0001432602],"domain_scores_gemma":[0.9979479,0.0002050826,0.00009852908,0.000237764,0.0009251137,0.0005857165],"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":[0.00004297382,0.00001391687,0.0001213221,0.00009920794,0.000003957614,0.00007974524,0.00003347992,0.00001658733,0.0002177958,0.003838545,0.9517753,0.04375724],"study_design_scores_gemma":[0.0000035259,0.000005266644,0.0001554288,0.00003604969,0.000001329582,0.00004730023,0.0000338014,0.000008668847,0.0000548587,0.0004068969,0.9992445,0.000002410491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001253561,0.006873945,0.001445176,0.05970433,0.09988412,0.0001706968,0.007984091,0.001943534,0.8207406],"genre_scores_gemma":[0.00393784,0.003951476,0.0007835599,0.01782344,0.008485778,0.00006817486,0.004554867,0.0005433884,0.9598515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4518712,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007591428911932,"score_gpt":0.274241493729558,"score_spread":0.2641655794404387,"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."}}