{"id":"W4231721489","doi":"10.1002/cjce.23545","title":"Issue Highlights","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; Library science","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":[],"consensus_categories":[],"category_scores_codex":[0.003133697,0.001127455,0.0008468889,0.001968242,0.002011755,0.007739353,0.002662833,0.006473385,0.2954637],"category_scores_gemma":[0.0137165,0.0004260209,0.001117842,0.001450112,0.0007979494,0.003240448,0.002026352,0.004888413,0.135358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003181974,"about_ca_system_score_gemma":0.008657833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005786215,"about_ca_topic_score_gemma":0.01037033,"domain_scores_codex":[0.9971335,0.0002218713,0.0001516097,0.0003299003,0.001727676,0.0004355648],"domain_scores_gemma":[0.9858024,0.0009715444,0.0005475005,0.0004773641,0.008274011,0.003927085],"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":[0.00001371385,0.000007519383,0.00003459361,0.00008015643,0.000001928765,0.00002568142,0.000005453975,0.000008879429,0.00004576681,0.0005526615,0.9887773,0.01044633],"study_design_scores_gemma":[0.000008148263,0.000008818661,0.0002097994,0.00008595589,0.000002862282,0.00005655196,0.00001710049,0.00001305376,0.00006305651,0.0004146628,0.9991164,0.000003601835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004349243,0.01162035,0.0007212701,0.1923949,0.6378368,0.0003336907,0.003932687,0.0006442058,0.1520812],"genre_scores_gemma":[0.005428053,0.01961638,0.0009026498,0.1215001,0.4062564,0.000252357,0.004766662,0.0005964544,0.4406811],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2954637,"threshold_uncertainty_score":0.9884246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005658536873571003,"score_gpt":0.1639785360167964,"score_spread":0.1583199991432254,"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."}}