{"id":"W4251879173","doi":"10.1088/0029-5515/53/1/010201","title":"Message from the Editor","year":2012,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear fusion; Tokamak; Magnetic confinement fusion; Fusion power; Stellarator; Nuclear physics; Nuclear engineering; Physics; Plasma; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001507131,0.00006681762,0.00005820972,0.00001097007,0.0001683071,0.00003994602,0.0001894602,0.00002145616,0.6007373],"category_scores_gemma":[0.000007656437,0.00004313823,0.00004356611,0.00005640195,0.00002834254,0.00001786915,0.0002041722,0.0001345904,0.001399843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002675416,"about_ca_system_score_gemma":0.000009266015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141913,"about_ca_topic_score_gemma":0.000007845799,"domain_scores_codex":[0.999321,0.00004708511,0.00008502712,0.00009401952,0.0002408769,0.0002120239],"domain_scores_gemma":[0.9995236,0.00009324722,0.00002732109,0.0002538103,0.00002208919,0.00007989202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007815883,0.00007041352,0.00944006,8.419892e-7,0.00000634356,1.119276e-7,0.0003353202,6.909112e-8,0.0104757,0.001912885,0.746422,0.2313284],"study_design_scores_gemma":[0.0001609892,0.000009484602,0.04439267,0.000005869893,0.000006296778,3.170913e-8,0.0006141259,0.00009963359,0.0002196616,0.00006531499,0.9543706,0.00005533541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6360618,0.00005442262,0.00002256001,0.003510192,0.001516612,0.0001887658,0.00003060615,0.00003081025,0.3585842],"genre_scores_gemma":[0.9840872,0.000004469663,0.0001273382,0.0002118813,0.009426459,0.000007158651,0.00001903159,0.00001295445,0.006103506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5993375,"threshold_uncertainty_score":0.9993777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009837201419402832,"score_gpt":0.2390268719201546,"score_spread":0.2291896705007518,"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."}}