{"id":"W4379162853","doi":"10.1002/cjce.24455","title":"Issue Highlights","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Gerontology; Computer science; Medicine","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":[0.003233007,0.001138685,0.0008340655,0.001874746,0.002008658,0.00770196,0.002638725,0.006560252,0.2866535],"category_scores_gemma":[0.0130156,0.0004295738,0.00116338,0.001379821,0.0007974693,0.003204474,0.002097707,0.004957926,0.131497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003157644,"about_ca_system_score_gemma":0.008744569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005481921,"about_ca_topic_score_gemma":0.01007529,"domain_scores_codex":[0.9970973,0.0002311086,0.0001571832,0.0003301294,0.001730144,0.0004542173],"domain_scores_gemma":[0.9863386,0.0009340985,0.0005438192,0.0004503939,0.007813727,0.003919451],"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":[0.0000148056,0.000008238262,0.00003543329,0.00008910417,0.000002080001,0.00002768774,0.000005720732,0.000008734912,0.00005003704,0.0005447959,0.9879721,0.0112413],"study_design_scores_gemma":[0.000008185987,0.000009023016,0.0002006801,0.00008356995,0.000002845252,0.00005713854,0.0000173799,0.00001172238,0.00006511588,0.0003823182,0.9991586,0.00000346639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00043667,0.01275647,0.0006820036,0.184223,0.6528309,0.0003420429,0.003624964,0.0006087632,0.1444952],"genre_scores_gemma":[0.005293432,0.0211241,0.0009014003,0.1213018,0.4213768,0.000256547,0.004543072,0.0005511342,0.4246517],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.7133465,"threshold_uncertainty_score":0.9589517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007048299184148146,"score_gpt":0.1878268098478336,"score_spread":0.1807785106636855,"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."}}