{"id":"W4324089651","doi":"10.1002/cjce.24449","title":"Issue Highlights","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Philosophy; Humanities; Computer 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":[0.003310187,0.001176541,0.0008309931,0.001865129,0.002128801,0.007981328,0.002715484,0.006906686,0.2868874],"category_scores_gemma":[0.01316816,0.0004488818,0.001163979,0.00142132,0.0008264781,0.003281122,0.002085609,0.005158174,0.1316452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307378,"about_ca_system_score_gemma":0.009102353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006098117,"about_ca_topic_score_gemma":0.01118466,"domain_scores_codex":[0.9969841,0.000226007,0.0001518749,0.0003342997,0.001831712,0.0004720243],"domain_scores_gemma":[0.9864057,0.000930667,0.0005263893,0.0004506654,0.007884722,0.003801826],"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":[0.00001297819,0.000007494366,0.00003095183,0.00007727497,0.000001802235,0.00002361388,0.000005260418,0.000007749249,0.00004466365,0.0005071547,0.9900376,0.009243463],"study_design_scores_gemma":[0.000007885241,0.000008165315,0.0001942707,0.00007450323,0.000002598745,0.00004805397,0.00001653821,0.000010788,0.00006137886,0.0003645144,0.999208,0.000003356633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003978619,0.01112859,0.0006028184,0.1890828,0.6488894,0.0003230565,0.003596795,0.0005819061,0.1453967],"genre_scores_gemma":[0.005032286,0.01872832,0.0008048793,0.1250618,0.4093541,0.0002405835,0.004402126,0.0005566207,0.4358193],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2868874,"threshold_uncertainty_score":0.9597339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004313691676469381,"score_gpt":0.1643484901531203,"score_spread":0.1600347984766509,"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."}}