{"id":"W4407093524","doi":"10.1002/cjce.25323","title":"Issue Highlights","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002206665,0.0007925905,0.000660197,0.001345766,0.001545442,0.006200026,0.001654929,0.005939138,0.3881645],"category_scores_gemma":[0.01076559,0.0003280512,0.0009391051,0.0009019609,0.0006269126,0.001862508,0.001949342,0.004091416,0.1909141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620086,"about_ca_system_score_gemma":0.005236516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763724,"about_ca_topic_score_gemma":0.006849027,"domain_scores_codex":[0.9980934,0.0002010208,0.00007571356,0.0002105201,0.0010898,0.00032961],"domain_scores_gemma":[0.9930794,0.0007876503,0.0003652336,0.0003401506,0.003060718,0.002366902],"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":[0.00001463554,0.000008168532,0.00004915551,0.00005411414,0.000001784303,0.00002948511,0.000004540212,0.000006708744,0.00004608393,0.0006049894,0.9877694,0.01141086],"study_design_scores_gemma":[0.000009160451,0.00000839499,0.0002160505,0.00004762776,0.000002252265,0.00004318653,0.000016034,0.00001118411,0.00004107791,0.0004151979,0.9991872,0.00000256557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005982902,0.008266856,0.000566884,0.1725392,0.4825113,0.0002475061,0.002527091,0.0005662802,0.3321766],"genre_scores_gemma":[0.004083055,0.005748201,0.0004426667,0.07517712,0.1521888,0.0001597288,0.001679344,0.0002934231,0.7602276],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.6118355,"threshold_uncertainty_score":0.8727091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008186961107944415,"score_gpt":0.2266853418426667,"score_spread":0.2184983807347223,"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."}}