{"id":"W7055600419","doi":"","title":"Development, verification and validation of high-order methods for the simulation of turbulence","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Turbulence; Measure (data warehouse); Noise (video); Field (mathematics); Control theory (sociology)","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":[0.006214636,0.0006615259,0.0006393958,0.0007135985,0.001113797,0.00239487,0.001762715,0.001354457,0.002792226],"category_scores_gemma":[0.01830162,0.0005558666,0.001284765,0.0003660634,0.001614597,0.001936447,0.002022489,0.003086914,0.001010156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270775,"about_ca_system_score_gemma":0.004131776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004257634,"about_ca_topic_score_gemma":0.003030993,"domain_scores_codex":[0.9961362,0.001163272,0.0002751947,0.0001999342,0.002016487,0.0002089027],"domain_scores_gemma":[0.9901614,0.004924692,0.0005131501,0.00173453,0.002428632,0.0002376184],"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":[0.0001502249,0.0002355417,0.002331772,0.0004852512,0.0001113948,0.0001258896,0.0006520288,0.573408,0.02532493,0.2456658,0.003102911,0.1484063],"study_design_scores_gemma":[0.00004900198,0.00008168651,0.0003403793,0.00008907823,0.00001355961,0.0000584962,0.00005045911,0.9319754,0.02250401,0.03015042,0.01465331,0.00003419063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007358509,0.0002678945,0.9876781,0.0002154096,0.0001204824,0.00008368814,0.00005676839,0.0006947343,0.003524386],"genre_scores_gemma":[0.1249422,0.0006517617,0.8688011,0.0001308183,0.00006734631,0.0002127169,0.000253976,0.0006063933,0.004333637],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006214636,"threshold_uncertainty_score":0.03286654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719990223695614,"score_gpt":0.326918158178045,"score_spread":0.2997182559410889,"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."}}