{"id":"W2901421716","doi":"10.25071/10315/35306","title":"An Immersed-Boundary (Ib)-Based 3D Tornado Model And Its Application","year":2018,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Tornado; Immersed boundary method; Computer science; Boundary (topology); Physics; Mathematics; Meteorology; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001378061,0.0006204877,0.0006859877,0.0003521053,0.0005646117,0.001059659,0.001435896,0.001297931,0.002449883],"category_scores_gemma":[0.0003803959,0.0003115982,0.0009113733,0.0002790247,0.0007545089,0.000665598,0.001177149,0.0007734,0.0003892891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844051,"about_ca_system_score_gemma":0.0008489863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008826981,"about_ca_topic_score_gemma":0.003265586,"domain_scores_codex":[0.9998835,0.00002190465,0.000006981758,0.00002700853,0.00004104883,0.00001955487],"domain_scores_gemma":[0.9999253,0.0000179082,0.00001273988,0.000007880253,0.00002047154,0.00001574129],"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":[0.00003176074,0.00002204588,0.0007200579,0.00006690502,0.00001577004,0.0001840733,0.00009885347,0.9706702,0.003487216,0.01900581,0.0007673299,0.004929906],"study_design_scores_gemma":[0.00000520715,0.000008538459,0.00007740202,0.000006614093,0.000003934238,0.00002412112,0.0000151557,0.9964623,0.0003267314,0.001392281,0.001670474,0.000007310096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06941948,0.0009761823,0.8908945,0.0007061369,0.0003121601,0.0001310196,0.0006955919,0.0006761485,0.03618874],"genre_scores_gemma":[0.8790034,0.001006716,0.1040759,0.0002210075,0.00008859252,0.0003693126,0.0008675442,0.0001698202,0.01419783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008826981,"threshold_uncertainty_score":0.01755118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576261113942722,"score_gpt":0.2326718018008696,"score_spread":0.2169091906614424,"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."}}