{"id":"W2100896721","doi":"","title":"ORBIT CONTROL FOR THE CANADIAN LIGHT SOURCE","year":2004,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orbit (dynamics); Control system; Software; MATLAB; Computer science; Controller (irrigation); Computer hardware; Control theory (sociology); Control (management); Engineering; Electrical engineering; Aerospace engineering; Operating system","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":[0.0002763345,0.00007749339,0.00008562439,0.00003213774,0.0004143325,0.000307272,0.0008508733,0.00003972614,0.000005931071],"category_scores_gemma":[0.00002476141,0.00004759125,0.00006176247,0.0001505144,0.00001406194,0.00007155957,0.00002631921,0.00005720798,0.000103108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007592958,"about_ca_system_score_gemma":0.0003019869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06692777,"about_ca_topic_score_gemma":0.1129716,"domain_scores_codex":[0.9992766,0.00001550348,0.0001168301,0.0001748853,0.0001131024,0.0003030602],"domain_scores_gemma":[0.9992954,0.0001097209,0.00003143881,0.0003636823,0.00006676948,0.0001330469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003219609,0.00002025153,0.0002388831,0.000009037994,0.00005531196,0.000007015528,0.0007679389,0.05221891,0.00002907992,0.9046761,0.03448063,0.007493635],"study_design_scores_gemma":[0.0008793025,0.00004927063,0.0004327326,0.00001180601,0.000006104863,0.00002550723,0.00002098652,0.09413789,0.00008487418,0.004157938,0.9000417,0.0001519088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001649719,0.00009975062,0.9684865,0.0213859,0.0004598688,0.0002736419,0.000004249763,0.0001181511,0.009006967],"genre_scores_gemma":[0.9935373,3.079412e-7,0.002514472,0.002112424,0.0001479481,0.00001970081,0.000001497876,0.000004356315,0.001661999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9933723,"threshold_uncertainty_score":0.9392856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120309039828946,"score_gpt":0.214052661795506,"score_spread":0.2028495713972166,"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."}}