{"id":"W1983078389","doi":"10.1088/0029-5515/51/6/063037","title":"Collisionality scaling in Tore Supra: detailed energy confinement analysis, turbulence measurements and gyrokinetic modelling","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health","keywords":"Collisionality; Physics; Gyroradius; RADIUS; Scaling; Turbulence; Dimensionless quantity; Divertor; Plasma; Zonal flow (plasma); Tokamak; Atomic physics; Computational physics; Nuclear physics; Mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000220013,0.0003410374,0.0003896393,0.0003019981,0.0002591941,0.0005102229,0.0004056704,0.0001695164,0.0009826145],"category_scores_gemma":[0.0005200058,0.0001759501,0.0002535496,0.0004169045,0.0004601978,0.0002476023,0.0003689023,0.0003686622,0.0001394261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920193,"about_ca_system_score_gemma":0.000160407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004245571,"about_ca_topic_score_gemma":0.001660111,"domain_scores_codex":[0.99989,0.00001742403,0.000005460793,0.00002984082,0.0000327771,0.00002444563],"domain_scores_gemma":[0.9997156,0.00009814082,0.00005190349,0.00006807365,0.00003900602,0.00002715341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002989975,0.0003912324,0.08688576,0.0003148848,0.0003201815,0.002194878,0.002025809,0.360249,0.4912519,0.01140353,0.004091331,0.03788157],"study_design_scores_gemma":[0.00005451295,0.0008111981,0.1074752,0.00001218564,0.00004625501,0.0006089261,0.000286154,0.7540695,0.13245,0.001867804,0.002223899,0.00009433286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948757,0.00005626737,0.002945814,0.00002582986,0.000003309825,0.00001291734,0.0003491226,0.0002402039,0.001490922],"genre_scores_gemma":[0.9983982,0.00002445189,0.001150509,0.000004273281,0.000001338426,0.00001319175,0.0002226617,0.00002889802,0.0001565004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004245571,"threshold_uncertainty_score":0.008441746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04771906694246262,"score_gpt":0.2413511141869676,"score_spread":0.1936320472445049,"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."}}