{"id":"W2312590915","doi":"10.1021/ie402415u","title":"Analysis of Power Consumption in Multishaft Mixers","year":2014,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Coaxial; Rotor (electric); Power (physics); Stator; Mixing (physics); Power consumption; Reynolds number; Computer science; Electrical engineering; Mechanical engineering; Mechanics; Engineering; Physics; Thermodynamics; Turbulence","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":[0.000405114,0.0004872778,0.0004787468,0.001052056,0.0001609868,0.0006331526,0.0005073659,0.0003171043,0.001702587],"category_scores_gemma":[0.0009140261,0.0002423664,0.0004546449,0.0008142355,0.00023383,0.0007620949,0.0002600072,0.0005068182,0.0005995099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156451,"about_ca_system_score_gemma":0.0001533716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490169,"about_ca_topic_score_gemma":0.0002632215,"domain_scores_codex":[0.9995854,0.00004823455,0.00001838051,0.00009324377,0.0002080975,0.00004665144],"domain_scores_gemma":[0.9995487,0.000257503,0.00004708138,0.00005793456,0.0000761123,0.00001256846],"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":[0.001158,0.0001748898,0.00829491,0.0004402525,0.0000733745,0.0003830879,0.0002492484,0.08839385,0.7109098,0.01339187,0.0005533342,0.1759774],"study_design_scores_gemma":[0.00002628658,0.0003550205,0.01068762,0.00001564001,0.00005168383,0.0002720762,0.00005600684,0.5394284,0.4421456,0.002641797,0.004287672,0.00003216346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5854065,0.002329679,0.4024789,0.0001081882,0.00005765097,0.00008392247,0.0002360043,0.0004435838,0.008855565],"genre_scores_gemma":[0.9727507,0.0006106365,0.02280768,0.00001806309,0.00001954953,0.00004186294,0.0001753322,0.00007375811,0.003502393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001702587,"threshold_uncertainty_score":0.005695701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639054889043483,"score_gpt":0.3036758284989578,"score_spread":0.257285279608523,"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."}}