{"id":"W2054951900","doi":"10.1088/0029-5515/49/10/104026","title":"Results of Joint Experiments and other IAEA activities on research using small tokamaks","year":2009,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Engineering and Physical Sciences Research Council; State Atomic Energy Corporation ROSATOM; Russian Foundation for Basic Research; Akademie Věd České Republiky; International Atomic Energy Agency; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Abdus Salam International Centre for Theoretical Physics","keywords":"Tokamak; Nuclear physics; Nuclear engineering; Plasma; Physics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004253087,0.0000987055,0.0001407172,0.0001643133,0.0001608869,0.00004685562,0.0001097558,0.00003908635,0.01459398],"category_scores_gemma":[0.00001560131,0.00008731617,0.00003837149,0.0001299812,0.00007852312,0.00001591098,0.0001454984,0.0002020065,0.00002075844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001052807,"about_ca_system_score_gemma":0.00002715787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209571,"about_ca_topic_score_gemma":0.000006475328,"domain_scores_codex":[0.9987819,0.0001168908,0.0002031775,0.0002398155,0.0004041056,0.0002541757],"domain_scores_gemma":[0.9994688,0.00006259466,0.00006132525,0.0002718285,0.00005862165,0.0000768051],"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":[0.0003436809,0.0003154495,0.0001696035,0.000009409392,0.000008673109,0.000001576959,0.001123765,0.000004380549,0.6198233,0.003294783,0.003225216,0.3716801],"study_design_scores_gemma":[0.01023552,0.005691553,0.04091977,0.001120308,0.00003335049,0.00000309488,0.0215176,0.02051762,0.4801755,0.002203116,0.4165277,0.001054799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8113692,0.00001344655,0.000006695626,0.0004075681,0.00002696433,0.0002143036,0.00001197955,0.00001009087,0.1879397],"genre_scores_gemma":[0.9971582,0.000005138676,0.0005779815,0.00006426538,0.00008570826,0.000002178315,0.000002357244,0.00001277483,0.002091427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4133025,"threshold_uncertainty_score":0.9863068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118176280298443,"score_gpt":0.3530790976935539,"score_spread":0.2412614696637096,"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."}}