{"id":"W4390505613","doi":"10.26434/chemrxiv-2023-xzp30-v2","title":"WITHDRAWN","year":2024,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Glasgow; University of Windsor","keywords":"Taylor microscale; Microscale chemistry; Micromixing; Turbulence kinetic energy; Turbulence; Dissipation; Mechanics; Kolmogorov microscales; Kinetic energy; Dissipative system; Thermodynamics; Reynolds number; Length scale; Diffusion; Physics; Materials science; Chemistry; Classical mechanics; Viscosity; K-omega turbulence model","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003471123,0.001363386,0.001181733,0.002299667,0.003405976,0.006577385,0.001902788,0.004920257,0.4695772],"category_scores_gemma":[0.04576905,0.0005985757,0.001131514,0.002349505,0.001165221,0.003743555,0.003783102,0.004549121,0.4279697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631514,"about_ca_system_score_gemma":0.003257587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004783953,"about_ca_topic_score_gemma":0.003185539,"domain_scores_codex":[0.9959013,0.0006056759,0.0003526591,0.0006355675,0.002141665,0.0003631536],"domain_scores_gemma":[0.9786808,0.004445976,0.0007493153,0.00254351,0.01218652,0.001393817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008465986,0.000006853679,0.0001176139,0.00007503231,0.00000708201,0.0002144864,0.0000545161,0.00001677067,0.0003030407,0.001722202,0.9867743,0.0106234],"study_design_scores_gemma":[0.00001978994,0.00001262117,0.00029367,0.00006787891,0.00001000145,0.0003310561,0.00004819155,0.00005288613,0.0004790614,0.001077977,0.9975872,0.00001979257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.004973461,0.003182558,0.01552698,0.1627352,0.4466211,0.000474697,0.1338549,0.0284169,0.2042143],"genre_scores_gemma":[0.0154752,0.001725516,0.004526639,0.03784925,0.01707497,0.0003302193,0.04816646,0.01538762,0.8594642],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5304228,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008728859364893182,"score_gpt":0.2062717470780951,"score_spread":0.1975428877132019,"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."}}