{"id":"W4311516463","doi":"10.1002/cjce.24443","title":"Issue Highlights","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Library science; Information retrieval; 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":[0.003632168,0.001130709,0.0008627565,0.001907699,0.002034116,0.00814952,0.002755577,0.007045828,0.2838534],"category_scores_gemma":[0.01637974,0.0004290495,0.001231438,0.001411505,0.0008465068,0.003269863,0.002082285,0.00538227,0.1279688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003331535,"about_ca_system_score_gemma":0.009392519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00577986,"about_ca_topic_score_gemma":0.01035622,"domain_scores_codex":[0.9966684,0.0002840581,0.0001811235,0.0003693557,0.002013725,0.0004833651],"domain_scores_gemma":[0.9840351,0.001239649,0.0006268196,0.0005524963,0.009395778,0.00415023],"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":[0.00001326389,0.000007546085,0.00003507698,0.00007679761,0.000001975487,0.00002499572,0.000005357246,0.000008524975,0.00003758598,0.0005678918,0.9895,0.009721016],"study_design_scores_gemma":[0.000008409117,0.00000832133,0.0001999328,0.0000890482,0.000002903157,0.00005398626,0.00001755401,0.00001298588,0.00005785013,0.00043253,0.9991129,0.000003535611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004197773,0.01087129,0.0006941137,0.2268432,0.6108348,0.0003303457,0.003926099,0.0005935178,0.1454869],"genre_scores_gemma":[0.005636233,0.01914764,0.0009627782,0.1474013,0.3973841,0.000268565,0.004914162,0.000583443,0.4237017],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2838534,"threshold_uncertainty_score":0.9495844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351724862236891,"score_gpt":0.2581790101303799,"score_spread":0.2346617615080109,"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."}}