{"id":"W4250116848","doi":"10.1002/cjce.23265","title":"Issue Highlights","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Section (typography); Library science; Computer science; Process (computing); Operations research; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003108494,0.00114354,0.0008213385,0.001892199,0.002035963,0.007683535,0.00256661,0.006539132,0.2974159],"category_scores_gemma":[0.013028,0.0004299392,0.001115518,0.001390113,0.0007958406,0.003240297,0.002096422,0.004956972,0.1349258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003165948,"about_ca_system_score_gemma":0.00855093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005519237,"about_ca_topic_score_gemma":0.01016478,"domain_scores_codex":[0.9971573,0.0002189763,0.0001496179,0.0003204278,0.001705991,0.0004475363],"domain_scores_gemma":[0.9867409,0.0009129171,0.0005303841,0.000450426,0.007669084,0.003696396],"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":[0.00001403842,0.000007569104,0.00003369377,0.0000815431,0.000001918915,0.00002591868,0.000005530313,0.000008235364,0.00004617689,0.0005303366,0.9890959,0.01014913],"study_design_scores_gemma":[0.000007861444,0.00000830768,0.0001988735,0.00007950559,0.000002737678,0.00005351643,0.0000169836,0.00001140788,0.00006346843,0.0003747966,0.9991791,0.000003367353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004346975,0.01190974,0.0006551184,0.1897084,0.6402782,0.0003267454,0.003834687,0.0006141803,0.1522381],"genre_scores_gemma":[0.005368469,0.01933562,0.0008276452,0.1200436,0.4007318,0.000244607,0.004517478,0.0005556633,0.4483751],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.702584,"threshold_uncertainty_score":0.9949554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002620866640048502,"score_gpt":0.1585273001919753,"score_spread":0.1559064335519268,"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."}}