{"id":"W4396623588","doi":"10.1002/cjce.24991","title":"Issue Highlights","year":2024,"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":"Computer 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":[0.001731723,0.0009303014,0.0006393986,0.001425606,0.001375281,0.006301993,0.001993017,0.00460015,0.4730725],"category_scores_gemma":[0.005935648,0.0003180026,0.0008042488,0.001157395,0.0005669637,0.003147708,0.002475973,0.003134661,0.2688961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585215,"about_ca_system_score_gemma":0.004051391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493113,"about_ca_topic_score_gemma":0.002593041,"domain_scores_codex":[0.9985341,0.000136067,0.00007895498,0.0002612789,0.0007347747,0.0002548737],"domain_scores_gemma":[0.9952576,0.000357244,0.0002441618,0.0002795413,0.001927311,0.001934222],"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":[0.00002197587,0.00001715072,0.0001015996,0.0001182485,0.000002757518,0.00006114318,0.00001318737,0.00001400487,0.0001618869,0.001311812,0.9648345,0.03334169],"study_design_scores_gemma":[0.000004779389,0.000009210157,0.0002156653,0.00006136433,0.000001719268,0.00006740761,0.00002149694,0.00001039283,0.00006381756,0.0004714322,0.9990706,0.000002275619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001191482,0.0149062,0.001457852,0.1330935,0.3687047,0.0004173901,0.00609331,0.001531859,0.4726037],"genre_scores_gemma":[0.006251851,0.01402201,0.001008593,0.0454074,0.1418297,0.0001926135,0.005584344,0.0006181078,0.7850854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5269275,"threshold_uncertainty_score":0.7515982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002889156293722397,"score_gpt":0.1743272229525853,"score_spread":0.171438066658863,"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."}}