{"id":"W7010122844","doi":"","title":"A feed apparatus for a particle separator, particle separator and method of particle separation","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Separator (oil production); Particle (ecology); Particle size; Population; Separation (statistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001301005,0.001510725,0.0013241,0.00458126,0.002719226,0.001385821,0.001982229,0.002429613,0.09720572],"category_scores_gemma":[0.002098168,0.001119523,0.00096525,0.002306004,0.0006522639,0.001563838,0.001441605,0.002248727,0.07549991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008268255,"about_ca_system_score_gemma":0.002128145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086211,"about_ca_topic_score_gemma":0.00226194,"domain_scores_codex":[0.9986581,0.00008661624,0.0001122474,0.000292372,0.0007461018,0.0001046024],"domain_scores_gemma":[0.9986318,0.0002541505,0.00007744961,0.0004156442,0.0005111863,0.0001097608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009225513,0.0009188916,0.002902631,0.002281566,0.00006871375,0.0007235383,0.0003964444,0.001224638,0.5791634,0.01469803,0.1730916,0.223608],"study_design_scores_gemma":[0.0001759531,0.0005186477,0.004104363,0.0002056695,0.00007143947,0.0007103904,0.00008971035,0.003699118,0.3457099,0.001550234,0.6430686,0.00009616569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05412107,0.003468882,0.6180851,0.002183266,0.007343432,0.01466571,0.06293963,0.07177842,0.1654146],"genre_scores_gemma":[0.107323,0.003513363,0.482743,0.002062981,0.00134492,0.01721675,0.04443784,0.008360095,0.332998],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09720572,"threshold_uncertainty_score":0.3251855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824276012746906,"score_gpt":0.285243278346725,"score_spread":0.267000518219256,"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."}}