{"id":"W2002515960","doi":"10.1088/0029-5515/51/10/103015","title":"Analytic expressions for shaping analysis of the ITER outer wall","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Limiter; Tokamak; Divertor; Plasma; Toroid; Power (physics); Effective radiated power; Mechanics; Physics; Computer science; Nuclear engineering; Materials science; Nuclear physics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006994818,0.0009344946,0.0004986041,0.0009166263,0.0004884753,0.001331021,0.0006346959,0.0005406548,0.005438878],"category_scores_gemma":[0.002140082,0.0002875699,0.000606145,0.0005266452,0.0007703229,0.0009747572,0.0007820879,0.0009205745,0.00257397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230496,"about_ca_system_score_gemma":0.000694736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176052,"about_ca_topic_score_gemma":0.001150887,"domain_scores_codex":[0.999739,0.0000582551,0.00000943156,0.00002369751,0.0001398541,0.00002978503],"domain_scores_gemma":[0.999563,0.0001422829,0.00005168916,0.00004085456,0.0001859429,0.00001625388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004996838,0.00004524966,0.0005329992,0.0003014946,0.00002200792,0.0003275688,0.0007009163,0.4679026,0.03321181,0.4298385,0.007266518,0.05980042],"study_design_scores_gemma":[0.000005446729,0.00003774093,0.0003027814,0.00007848397,0.00001154481,0.0001777221,0.000152561,0.9031143,0.005389725,0.07341325,0.01728795,0.0000283732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01128154,0.0009810771,0.9277211,0.000268991,0.0000889009,0.00006549149,0.0001142586,0.0004761466,0.0590025],"genre_scores_gemma":[0.6279584,0.004782062,0.3077624,0.0004711147,0.0002320314,0.0003740526,0.0004888197,0.001356277,0.0565748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005438878,"threshold_uncertainty_score":0.01819479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05311320735335742,"score_gpt":0.2759818302634453,"score_spread":0.2228686229100879,"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."}}