{"id":"W2278149846","doi":"10.1088/1009-0630/18/3/19","title":"Study on Free Surface and Channel Flow Induced by Low-Temperature Plasma via Lattice Boltzmann Method","year":2016,"lang":"en","type":"article","venue":"Plasma Science and Technology","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Plasma actuator; Lattice Boltzmann methods; Plasma; Volumetric flow rate; Vortex; Mechanics; Boundary layer; Flow velocity; Flow control (data); Flow (mathematics); Open-channel flow; Chemistry; Materials science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005277114,0.0002586448,0.0003024537,0.0003470059,0.0003364455,0.00006845519,0.0004131439,0.000219854,0.000003889046],"category_scores_gemma":[0.0002682224,0.0001837543,0.00001343401,0.001015243,0.0004163469,0.000371149,0.0003137371,0.0002633982,0.00003141018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006094055,"about_ca_system_score_gemma":0.00002607869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005204151,"about_ca_topic_score_gemma":0.00001969577,"domain_scores_codex":[0.9983608,0.00002247913,0.0002174785,0.0005690969,0.0003654287,0.0004647678],"domain_scores_gemma":[0.9989656,0.0002701785,0.00004390542,0.0004539566,0.0001648289,0.0001015181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003783572,0.0001819402,0.002793363,0.00004443991,0.0001342562,0.00003018813,0.00194279,0.0009085433,0.9507971,0.0009406314,0.001801555,0.04038731],"study_design_scores_gemma":[0.007730031,0.001690787,0.009846041,0.0002120181,0.0001363594,0.0001247763,0.004902645,0.1085683,0.8559736,0.0049131,0.004053392,0.001848879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962868,0.000126613,0.0003997759,0.00177886,0.0002284331,0.00033726,0.00001870002,0.0005118036,0.0003117691],"genre_scores_gemma":[0.9976464,0.00005611605,0.002100039,0.00004524517,0.00002003954,0.00002406558,4.847452e-7,0.00002377928,0.00008386929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076598,"threshold_uncertainty_score":0.7493282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598698561612388,"score_gpt":0.26072298519546,"score_spread":0.2447359995793361,"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."}}