{"id":"W4405025860","doi":"10.1002/cjce.25319","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":[],"category_scores_codex":[0.001994907,0.00131278,0.001107746,0.001934111,0.001763471,0.005999684,0.001914148,0.005468224,0.3687184],"category_scores_gemma":[0.007984625,0.0005669203,0.001209144,0.001041675,0.0006486581,0.00203765,0.002596349,0.004149951,0.1827591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738157,"about_ca_system_score_gemma":0.004435645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462068,"about_ca_topic_score_gemma":0.007391429,"domain_scores_codex":[0.99829,0.0001525756,0.00007820317,0.0002084157,0.0009490136,0.0003217931],"domain_scores_gemma":[0.9935296,0.0006236836,0.0004154086,0.000328265,0.002536561,0.00256645],"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":[0.00001091937,0.000008268597,0.00003477377,0.00003980548,0.000001936252,0.000027014,0.000002744099,0.000008185431,0.00004158606,0.0001959149,0.9891645,0.01046423],"study_design_scores_gemma":[0.00001224785,0.00001305618,0.000202181,0.00004346216,0.000003182291,0.00005147741,0.00001477768,0.00001865635,0.00004468803,0.0003195253,0.999273,0.000003726072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004070915,0.006803464,0.0004992931,0.07636476,0.7405008,0.0002328126,0.001340314,0.0006711232,0.1731803],"genre_scores_gemma":[0.002232645,0.006302563,0.0003522895,0.0363082,0.3911453,0.0001365624,0.001270765,0.0003415168,0.5619102],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3687184,"threshold_uncertainty_score":0.9004467,"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."}}