{"id":"W7100188758","doi":"","title":"Plasma Density Control by Molecular Beam Iniection in HT-7 Tokamak","year":2015,"lang":"en","type":"article","venue":"","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supersonic speed; Nozzle; Transonic; Tokamak; Choked flow; Beam (structure); Injector","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":[0.0004111426,0.00009715792,0.0001681124,0.00004829962,0.00001473356,0.00001784105,0.00008006916,0.00008400306,0.0000313996],"category_scores_gemma":[0.0002543859,0.00008647195,0.00003518697,0.0000782905,0.00002259762,0.00003395445,0.0000275406,0.0001070055,0.00002917537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000593538,"about_ca_system_score_gemma":0.00002282707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008658654,"about_ca_topic_score_gemma":0.0001167266,"domain_scores_codex":[0.9993074,0.00005386172,0.0001855763,0.0001428779,0.0001464508,0.0001638357],"domain_scores_gemma":[0.9995265,0.00009535658,0.00004636729,0.0001876012,0.00005880011,0.00008537325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004001763,0.001181855,0.008626506,0.00007240519,0.000158854,0.0001180844,0.001457536,0.0009515138,0.04668838,0.9046906,0.03215116,0.003502882],"study_design_scores_gemma":[0.006658168,0.0003078867,0.001151289,0.0000341928,0.00007302636,0.00005139222,0.0005913558,0.04289476,0.01420051,0.9316364,0.001919418,0.0004816254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958333,0.00001994561,0.03085899,0.0002275424,0.0001203497,0.0001750606,0.000003423713,0.00005841245,0.01020332],"genre_scores_gemma":[0.9965802,0.000001117746,0.002325184,0.0001965784,0.00001645626,0.00000884982,0.000003080942,0.00001485882,0.0008536503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04194324,"threshold_uncertainty_score":0.3526224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564454601567214,"score_gpt":0.2561008207970516,"score_spread":0.2404562747813795,"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."}}