{"id":"W36461650","doi":"10.14814/phy2.15529","title":"Simulations of SASE-initiated short wavelength FEL's on multiprocessor hardware with the GINGER code","year":2000,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Code (set theory); Multiprocessing; Computer science; Physics; Wavelength; Software; Parallel computing; Computer hardware; Programming language; Optics; Set (abstract data type)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003874143,0.0004652809,0.0004255425,0.0004780302,0.0004405914,0.0004203632,0.0008764176,0.0009876973,0.005967243],"category_scores_gemma":[0.001708002,0.0002833512,0.000533573,0.0004827068,0.0004289293,0.000380824,0.0003653042,0.0007323425,0.000346552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008218838,"about_ca_system_score_gemma":0.0009536353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312061,"about_ca_topic_score_gemma":0.01176141,"domain_scores_codex":[0.9998691,0.00002763428,0.000004557015,0.00001610482,0.00003516806,0.00004741676],"domain_scores_gemma":[0.9991726,0.0004977586,0.00006223367,0.0000404821,0.0001537725,0.00007312521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006583162,0.00003670818,0.001497519,0.00002985726,0.00001269358,0.00008254206,0.00004114431,0.9931819,0.001223641,0.001818924,0.0004795767,0.001529632],"study_design_scores_gemma":[0.00001324314,0.00001276204,0.0003011703,0.000002891629,0.000002168307,0.000004875993,0.00001827407,0.9986935,0.0003189756,0.0003971032,0.0002323997,0.000002560945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211932,0.0001623967,0.05363822,0.0003460714,0.0001040612,0.0001251079,0.001354612,0.0009361767,0.02214007],"genre_scores_gemma":[0.9789414,0.00007239645,0.01679352,0.00005746113,0.000009134369,0.0002047075,0.000560992,0.00016518,0.003195226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312061,"threshold_uncertainty_score":0.02608848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377757917996782,"score_gpt":0.2599485291924306,"score_spread":0.2221727373927523,"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."}}