{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009344784,0.0001024485,0.0001532287,0.00008629538,0.00001766286,0.00003817751,0.0002386221,0.0000635246,0.0001218324],"category_scores_gemma":[0.0000171162,0.00007701525,0.00007239408,0.0001256965,0.00001554079,0.00007333225,0.000005360658,0.0002829246,0.00007526026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501247,"about_ca_system_score_gemma":0.00007450525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501163,"about_ca_topic_score_gemma":0.00007631423,"domain_scores_codex":[0.9994224,0.00000263729,0.0001982457,0.00004260147,0.000101835,0.0002323373],"domain_scores_gemma":[0.9994982,0.00003169424,0.00002104196,0.0001336869,0.00003667693,0.0002787294],"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":[0.000006404727,0.000004599023,0.0003550908,0.00009652293,0.0001612983,0.00007867762,0.0006219074,0.6820814,0.2989047,0.006400353,0.01028992,0.0009990631],"study_design_scores_gemma":[0.0006798102,0.00004855512,0.0003917393,0.0001759372,0.00005534613,0.0004616934,0.00001826542,0.5808749,0.129154,0.0002558422,0.2872798,0.0006041248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954805,0.0008125776,0.0003308296,0.0002700315,0.001618181,0.00005089258,0.000003442025,0.00003142964,0.001402114],"genre_scores_gemma":[0.9992543,0.000005590318,0.0002354627,0.00003628807,0.0003645328,4.752571e-7,8.073056e-7,0.00002671786,0.00007580307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2769899,"threshold_uncertainty_score":0.3140591,"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."}}