{"id":"W2949971314","doi":"","title":"Experimental Study of Volumetric Gas-Liquid Mass Transfer Coefficient in Slurry Bubble Columns","year":2019,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slurry; Humanities; Physics; Thermodynamics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005893405,0.0004745531,0.0007643317,0.0003442109,0.0005624418,0.0004875431,0.0007102063,0.0006703796,0.0007869543],"category_scores_gemma":[0.0006749472,0.0002392366,0.000430364,0.0006598604,0.0004889719,0.0004736051,0.0003848244,0.001213724,0.0002294756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915007,"about_ca_system_score_gemma":0.000497774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004119036,"about_ca_topic_score_gemma":0.003273045,"domain_scores_codex":[0.999383,0.00008777442,0.0000375231,0.0001548797,0.0002095157,0.0001273034],"domain_scores_gemma":[0.9993995,0.000298176,0.00008852025,0.00002907858,0.0001433617,0.00004130921],"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":[0.00014029,0.0001511209,0.001106653,0.0001753971,0.00001071123,0.00007125924,0.0001313843,0.001326417,0.9945445,0.00009953224,0.00006920694,0.002173624],"study_design_scores_gemma":[0.00001372737,0.0006181697,0.002566165,0.000007520363,0.00001474892,0.00002763279,0.00008660686,0.00848855,0.9877262,0.00003178589,0.0004001088,0.00001876144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923719,0.0008659298,0.005270082,0.00008270632,0.00003109667,0.0000456651,0.0003553476,0.00008779659,0.0008895359],"genre_scores_gemma":[0.9943818,0.0006393147,0.004210724,0.00003954773,0.00001194215,0.00005882253,0.0001931012,0.00002209588,0.0004424697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004119036,"threshold_uncertainty_score":0.008190155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005757602276451538,"score_gpt":0.201982219840852,"score_spread":0.1962246175644005,"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."}}