{"id":"W4415896130","doi":"10.1002/cjce.25341","title":"Issue Highlights","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.001549681,0.0008235493,0.0005326762,0.0009736115,0.00130595,0.005322498,0.00189788,0.004805614,0.3854108],"category_scores_gemma":[0.004651364,0.0003419647,0.0007569163,0.0007740765,0.0005543042,0.001862441,0.001787965,0.002957551,0.1615389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320827,"about_ca_system_score_gemma":0.002768058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108272,"about_ca_topic_score_gemma":0.002491305,"domain_scores_codex":[0.9986414,0.0001177178,0.00005450758,0.0001789991,0.0007833429,0.0002239989],"domain_scores_gemma":[0.9962768,0.000362571,0.0002420025,0.0002190558,0.001554083,0.001345412],"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":[0.0000437889,0.00002608239,0.00006729602,0.0001313808,0.000003202667,0.00006416083,0.000007251217,0.00001530144,0.0003573498,0.0008438319,0.9742783,0.02416219],"study_design_scores_gemma":[0.00001215915,0.00001671202,0.0001901865,0.00002457176,0.000002090401,0.00004267511,0.00001337491,0.00001533612,0.0001688626,0.0003450935,0.9991667,0.000002219005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001316878,0.01177302,0.0009186882,0.1162398,0.538284,0.0003665406,0.002539113,0.000707867,0.3278542],"genre_scores_gemma":[0.005938891,0.007710894,0.000591036,0.03670299,0.2396432,0.0001604261,0.002066952,0.0002870676,0.7068985],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6145892,"threshold_uncertainty_score":0.8766369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002205861218829038,"score_gpt":0.1731949438951616,"score_spread":0.1709890826763325,"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."}}