{"id":"W1990557878","doi":"10.3139/217.2470","title":"Experimental Flow Visualization and Residence Time Distributions in a Co-Kneader","year":2012,"lang":"en","type":"article","venue":"International Polymer Processing","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Residence time distribution; Mixing (physics); Residence time (fluid dynamics); Flow (mathematics); Dispersion (optics); Mechanics; Materials science; Optics; Physics; Engineering","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":[0.000708683,0.0005301822,0.0004903493,0.0005029826,0.0005073287,0.0003817132,0.0003919833,0.0005092958,0.001683908],"category_scores_gemma":[0.001182515,0.0002210641,0.00026714,0.0004006984,0.0005469074,0.0005806681,0.0003871346,0.0008883583,0.000387695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992672,"about_ca_system_score_gemma":0.0002963787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121796,"about_ca_topic_score_gemma":0.0009807069,"domain_scores_codex":[0.9993933,0.00008876656,0.00004118669,0.0002179742,0.0001676729,0.00009100238],"domain_scores_gemma":[0.9987237,0.0005949222,0.0002781626,0.0001174746,0.0001734648,0.0001123291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001412202,0.00005355167,0.0001155328,0.00001656879,0.000001581906,0.00001584906,0.00004830296,0.00009851839,0.998784,0.00004313479,0.00001297373,0.0006687645],"study_design_scores_gemma":[0.00001149344,0.0002806807,0.001145683,0.000002429334,0.000005633185,0.00003512545,0.00001830764,0.0009325687,0.9971559,0.00001564747,0.0003894129,0.000007167788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903848,0.000158123,0.008460027,0.0000230945,0.00001090795,0.00003760216,0.0001302736,0.0002090369,0.0005861954],"genre_scores_gemma":[0.9786711,0.0002207577,0.01815668,0.00001543833,0.00001461339,0.0001164404,0.0002490661,0.00017914,0.002376828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683908,"threshold_uncertainty_score":0.005633295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008676722893446322,"score_gpt":0.2751418831263326,"score_spread":0.2664651602328862,"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."}}