{"id":"W1998137383","doi":"10.1007/s10894-008-9167-9","title":"Development of Merged Compact Toroids for Use as a Magnetized Target Fusion Plasma","year":2008,"lang":"en","type":"article","venue":"Journal of Fusion Energy","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"General Fusion (Canada)","funders":"","keywords":"Plasma; Conical surface; Physics; Toroid; Fusion power; Spheromak; Fusion; Nuclear fusion; Merge (version control); Optics; Materials science; Nuclear physics; Computer science","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":[0.0003611635,0.0001743727,0.0004119175,0.0002399093,0.000195554,0.00002039099,0.000264298,0.00005012155,0.05074805],"category_scores_gemma":[0.00005199454,0.0001389061,0.000209984,0.000216622,0.00004874928,0.00005960952,0.00009634891,0.0001325071,0.000005198875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001971381,"about_ca_system_score_gemma":0.0005752359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004485525,"about_ca_topic_score_gemma":0.00003484407,"domain_scores_codex":[0.9979482,0.00007595864,0.0008725015,0.0001497409,0.0006811327,0.0002725105],"domain_scores_gemma":[0.9982105,0.0001878951,0.0005586307,0.0001793207,0.0006518549,0.0002118247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001804257,0.001099281,0.003761409,0.00003476207,0.0001893704,0.00002502566,0.0009650495,0.0001860768,0.6013954,0.001796476,0.07255618,0.3161867],"study_design_scores_gemma":[0.004649251,0.0007296235,0.006575276,0.00008498174,0.0000284086,0.00001933027,0.0004109039,0.002735882,0.1438695,0.0001230888,0.8405352,0.0002385387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842776,0.00006235064,0.005651245,0.0003378796,0.0002521611,0.0001611113,0.00001260392,0.000006349619,0.009238691],"genre_scores_gemma":[0.9487229,0.00007921312,0.03826934,0.00005019745,0.0002815746,0.00001093245,0.00003052765,0.00002264556,0.01253266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.767979,"threshold_uncertainty_score":0.9501197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708227491919884,"score_gpt":0.2689254000995935,"score_spread":0.2418431251803946,"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."}}