{"id":"W2008751108","doi":"10.1002/cjce.21923","title":"Particles deposition at horizontal flat plate in turbulent particulate flow","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laminar flow; Mechanics; Particle deposition; Boundary layer; Deposition (geology); Turbulence; Materials science; Lift (data mining); Entrainment (biomusicology); Laminar sublayer; Flow separation; Physics; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697486,0.0001453392,0.0001817364,0.00009803728,0.00003690011,0.00006461649,0.0002097388,0.00008109056,0.00004415885],"category_scores_gemma":[0.00005395339,0.0001222581,0.00009080541,0.00016523,0.00003288756,0.0001897372,0.00001391818,0.0003443325,0.00004705336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006721382,"about_ca_system_score_gemma":0.00004225138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003943066,"about_ca_topic_score_gemma":0.000724163,"domain_scores_codex":[0.9989251,0.00001164743,0.0003804131,0.00007463114,0.0001540971,0.0004540895],"domain_scores_gemma":[0.9993194,0.00005579002,0.00003118762,0.0001457928,0.00003286472,0.0004149466],"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":[0.000004153428,0.000002881076,0.0004969953,0.00001282715,0.00004277556,0.0001213383,0.0002926891,0.623302,0.3746631,0.00007072936,0.000167152,0.0008232917],"study_design_scores_gemma":[0.0002570554,0.00001389325,0.0007329969,0.00006013506,0.00001604814,0.0002087868,0.000005711287,0.864656,0.1337122,0.0001401304,0.00005616653,0.0001408624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983775,0.0004068293,0.0004583195,0.0002958208,0.000292386,0.00009493533,0.000001822275,0.00003243971,0.00003996792],"genre_scores_gemma":[0.9987448,0.000003663641,0.001082449,0.00002419788,0.00009762721,0.00001015805,0.000001716355,0.0000326142,0.000002796532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241354,"threshold_uncertainty_score":0.498554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005512075102715827,"score_gpt":0.1665294642438754,"score_spread":0.1610173891411596,"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."}}