{"id":"W7064820760","doi":"","title":"Clemson Commencement Program, August 2014","year":2014,"lang":"en","type":"article","venue":"TigerPrints (Clemson University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Mathematical Sciences; Hohai University; Université de Montpellier; Huazhong University of Science and Technology; University of Warwick; Smithsonian Institution; Tongji University; Worcester Polytechnic Institute; McMaster University; Orta Doğu Teknik Üniversitesi; University of Texas at Austin; Southeast University; Directorate for Biological Sciences; University of Oklahoma; Emory University; Mississippi State University; University of Rochester; March of Dimes Foundation; National Endowment for the Humanities; Syracuse University; Jewish National Fund; Clemson University; National Taiwan University; University of Mysore; University of South Carolina; Division of Human Resource Development; National League for Nursing; Carnegie Institution of Washington; Lanzhou University","keywords":"Civil servant; Public servant; Servant; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002614161,0.0001820706,0.000190297,0.0002218372,0.0002190691,0.00006808679,0.0005038463,0.00004310927,0.2000672],"category_scores_gemma":[0.000006415195,0.0001986268,0.0001005359,0.0003234828,0.0001035625,0.0000499687,0.0003727924,0.000216184,0.001273092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002977565,"about_ca_system_score_gemma":0.00005971181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148516,"about_ca_topic_score_gemma":0.00005723061,"domain_scores_codex":[0.9985454,0.0001278986,0.0001686672,0.0003766457,0.0003267281,0.0004546687],"domain_scores_gemma":[0.9990333,0.00007585905,0.00009136974,0.000469561,0.00009742191,0.0002325041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004203193,0.0004289003,0.03257881,0.00001803328,0.00004908919,0.000005726523,0.00008148667,0.000008323502,0.001009219,0.05177306,0.03728032,0.876725],"study_design_scores_gemma":[0.0009081684,0.000167964,0.01508987,0.00001916065,0.00001926402,1.745633e-7,0.0003826299,0.001117371,0.0007065544,0.0001395287,0.9812245,0.0002247994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1642728,0.000002812026,0.003618469,0.001024376,0.0001167245,0.0006138965,0.00001074242,0.0001305422,0.8302097],"genre_scores_gemma":[0.9231129,0.000006764236,0.0008074992,0.00006681064,0.0001288974,0.000008119392,0.00003349747,0.00001557713,0.07581988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9439442,"threshold_uncertainty_score":0.9995045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038984878974576,"score_gpt":0.2336843448395336,"score_spread":0.2232944960497878,"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."}}