{"id":"W2164356815","doi":"10.1088/0029-5515/45/9/007","title":"Scaling of the energy confinement time with β and collisionality approaching ITER conditions","year":2005,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stem Cell Network","funders":"Engineering and Physical Sciences Research Council","keywords":"Collisionality; Scaling; Physics; Dimensionless quantity; Statistical physics; Set (abstract data type); Mode (computer interface); Computer science; Mathematics; Nuclear physics; Tokamak; Plasma; Thermodynamics","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":[0.0001245459,0.00007402618,0.00009144203,0.00002877585,0.0001937608,0.00002717466,0.0001033674,0.00001766202,0.0922958],"category_scores_gemma":[0.00000371202,0.00004720348,0.00003243693,0.00008684085,0.0000872481,0.00001631435,0.0001700758,0.0000788189,0.00001146692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004002558,"about_ca_system_score_gemma":0.00002437682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000428334,"about_ca_topic_score_gemma":0.00001611337,"domain_scores_codex":[0.999305,0.00004588184,0.0001417486,0.0001393146,0.0002543503,0.0001137735],"domain_scores_gemma":[0.9996094,0.00004703837,0.00006382365,0.0001799009,0.00005337591,0.00004648961],"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":[0.0001496901,0.0007611887,0.01095641,0.00003946233,0.0001000016,6.826035e-7,0.001068084,0.0003304348,0.201597,0.09892883,0.0252573,0.6608109],"study_design_scores_gemma":[0.002458482,0.0001601595,0.07004342,0.0002091575,0.0000659657,0.000003000905,0.001013352,0.06848749,0.008227384,0.0004007567,0.8485804,0.0003504528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891125,0.000009336557,0.0001072528,0.001893934,0.00001217912,0.0001665718,0.00002355379,0.000008811503,0.1086659],"genre_scores_gemma":[0.9959013,0.000002026109,0.0004344141,0.0001263401,0.00005613908,0.000006860663,0.00001335102,0.000007564056,0.003452009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8233231,"threshold_uncertainty_score":0.908534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006908532864466192,"score_gpt":0.2199577843695127,"score_spread":0.2130492515050466,"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."}}