{"id":"W2034005202","doi":"10.1002/cjce.5450840111","title":"A Hydrodynamic Study of a Plasma Lift Reactor","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Lift (data mining); Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001271693,0.0001229467,0.0002298467,0.0001617951,0.0000305184,0.00001159714,0.0002772781,0.00005481224,0.000009329124],"category_scores_gemma":[0.00007900906,0.0001004469,0.00007669024,0.0001778883,0.00003138169,0.00006479828,0.000009601357,0.0003603305,0.000001636448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585426,"about_ca_system_score_gemma":0.0001211348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007137793,"about_ca_topic_score_gemma":0.0005392524,"domain_scores_codex":[0.9992052,0.000005820152,0.0003437432,0.00005473325,0.0001515045,0.0002390234],"domain_scores_gemma":[0.999424,0.00005866462,0.00004976789,0.000152994,0.00005380693,0.0002607473],"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":[0.00001129274,0.00003545199,0.0005738593,0.00006221273,0.0002580552,0.0003096474,0.004690543,0.6917659,0.3013891,0.0001657665,0.0002872554,0.0004509282],"study_design_scores_gemma":[0.0009747643,0.0001274549,0.0007079624,0.0001292231,0.00006203445,0.000933341,0.0001068866,0.9729338,0.02313886,0.00002633905,0.0005568052,0.0003024765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990662,0.0001986396,0.0001961627,0.00002329894,0.0002581385,0.00006621562,0.000003428123,0.00001915462,0.0001687338],"genre_scores_gemma":[0.9996499,0.000005155983,0.0001934342,0.000005216998,0.0001022581,0.00000150169,5.417664e-7,0.00003311617,0.00000890406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.281168,"threshold_uncertainty_score":0.4096106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006360318215182646,"score_gpt":0.1594105271146714,"score_spread":0.1530502088994887,"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."}}