{"id":"W4302062485","doi":"","title":"Burning magneto-hydrodynamics plasmas model: A port-based modelling approach","year":2017,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Plasma; Magneto; Port (circuit theory); Computer science; Physics; Environmental science; Aerospace engineering; Engineering; Electrical engineering; Nuclear physics","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":[0.0004430968,0.0009540738,0.001306359,0.0006297679,0.0008287075,0.002182855,0.002393151,0.002754194,0.004766456],"category_scores_gemma":[0.001319459,0.0008400965,0.001299583,0.0006632633,0.0009139346,0.001446553,0.001167951,0.001506598,0.0008474317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156217,"about_ca_system_score_gemma":0.00152659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01792927,"about_ca_topic_score_gemma":0.007650911,"domain_scores_codex":[0.9998227,0.00005952679,0.000009472174,0.00003204255,0.00004682544,0.00002953754],"domain_scores_gemma":[0.9994664,0.0002451341,0.00007498696,0.00003853726,0.0001190371,0.00005603739],"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":[0.00001660687,0.00001530723,0.0001438259,0.0000156909,0.00001069852,0.00004207135,0.00001203613,0.9946961,0.0002760829,0.003753047,0.0002009742,0.000817405],"study_design_scores_gemma":[0.000003551435,0.000003082934,0.000025202,0.000001806334,0.00000257777,0.000004558802,0.00000282996,0.9989704,0.00004863951,0.000735161,0.0002002659,0.000001921715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1093562,0.0008617286,0.8039755,0.001759348,0.0003539824,0.0002257225,0.001689285,0.001304818,0.08047331],"genre_scores_gemma":[0.9109335,0.0007990652,0.04793863,0.0003481145,0.0001789583,0.0003619728,0.0008932984,0.0004044446,0.03814201],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01792927,"threshold_uncertainty_score":0.03564978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893656686425939,"score_gpt":0.2356034695679635,"score_spread":0.2166669027037041,"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."}}