{"id":"W2112682999","doi":"10.1109/pac.2003.1289492","title":"New insertion device vacuum chambers at the Advanced Photon Source","year":2004,"lang":"en","type":"article","venue":"","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Undulator; CLs upper limits; Advanced Photon Source; Aperture (computer memory); Optics; Vacuum chamber; Extrusion; Light source; Physics; Photon; Materials science; Particle accelerator; Optoelectronics; Acoustics; Laser; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004694325,0.0001174128,0.00008308119,0.00001659668,0.00011109,0.00003479832,0.0001024021,0.00004207723,0.0001797002],"category_scores_gemma":[0.000004348768,0.00008565296,0.00004142165,0.0001905877,0.00001752217,0.0001532574,0.00002146947,0.00009470891,0.0002363049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752429,"about_ca_system_score_gemma":0.00002403831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002574276,"about_ca_topic_score_gemma":0.000871888,"domain_scores_codex":[0.9993644,0.000006462497,0.0001220274,0.0001190844,0.0001077359,0.0002802961],"domain_scores_gemma":[0.9996635,0.00001378767,0.00001444816,0.0002003899,0.00001116016,0.00009667635],"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":[0.00007054298,0.00003291625,0.001411243,0.000021847,0.00008519477,0.000006438022,0.001029391,0.3440363,0.6001367,0.001134883,0.008406145,0.04362837],"study_design_scores_gemma":[0.001210489,0.00006118864,0.003518587,0.00001146312,0.00001774207,0.00001137621,0.0001139502,0.01621344,0.8756704,0.0003550235,0.1025278,0.0002885116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830338,0.0003339901,0.01170842,0.0004073751,0.000126079,0.0001321916,5.295033e-7,0.0003446936,0.003912862],"genre_scores_gemma":[0.9977005,0.00004548619,0.0006972602,0.0003986298,0.00004444936,0.0000126124,0.000002878179,0.00002600306,0.001072241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3278229,"threshold_uncertainty_score":0.3492826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007272150103482063,"score_gpt":0.2034571821455795,"score_spread":0.1961850320420974,"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."}}