{"id":"W4249508492","doi":"10.1002/cjce.23796","title":"Issue Highlights","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Library science; World Wide Web","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":[0.003138506,0.001150833,0.0008353338,0.001859505,0.002008496,0.007815167,0.002629805,0.006448658,0.2887123],"category_scores_gemma":[0.01268229,0.0004332126,0.00111456,0.00140002,0.0008052084,0.00327653,0.002065114,0.004964075,0.1365528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003113135,"about_ca_system_score_gemma":0.008564025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005333753,"about_ca_topic_score_gemma":0.009876586,"domain_scores_codex":[0.9971308,0.0002151413,0.0001456917,0.000321031,0.001741401,0.0004458745],"domain_scores_gemma":[0.9868737,0.0008987513,0.0005160064,0.0004443352,0.007520171,0.003747082],"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":[0.00001319278,0.000007456571,0.00003026811,0.00008020997,0.000001810016,0.00002404682,0.000005249485,0.000007978977,0.00004633342,0.0005157586,0.9894801,0.009787471],"study_design_scores_gemma":[0.000007618325,0.000008134909,0.0001868604,0.00007590887,0.000002506059,0.00005013008,0.00001599719,0.00001074894,0.00006030349,0.0003667946,0.9992118,0.000003248449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004026806,0.01179245,0.0006191781,0.1809029,0.6553939,0.0003128752,0.003602375,0.0006022459,0.1463714],"genre_scores_gemma":[0.004936877,0.01965534,0.0007848737,0.1185752,0.4213565,0.0002271472,0.00431816,0.0005535975,0.4295923],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2887123,"threshold_uncertainty_score":0.9658387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005059509827070726,"score_gpt":0.1841348311798226,"score_spread":0.1790753213527519,"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."}}