{"id":"W4400424173","doi":"10.1002/cjce.24995","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; Geology","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":[0.001641946,0.0007550339,0.0006679231,0.001370296,0.000718699,0.003650726,0.00163508,0.003950927,0.1643847],"category_scores_gemma":[0.004249515,0.0002715313,0.0006699382,0.0009083265,0.0004978604,0.002372336,0.001797354,0.003258657,0.06673031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262537,"about_ca_system_score_gemma":0.002803101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162419,"about_ca_topic_score_gemma":0.002287638,"domain_scores_codex":[0.9990025,0.0001138625,0.00006649321,0.0001473781,0.0004911033,0.0001786759],"domain_scores_gemma":[0.9967796,0.0004515562,0.0002564438,0.0001038069,0.001452025,0.0009565838],"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":[0.00003306506,0.00002048255,0.00004533405,0.0004514366,0.000005827753,0.00006846138,0.000009668492,0.000021949,0.0002639657,0.001351113,0.9264752,0.07125345],"study_design_scores_gemma":[0.000008700397,0.00001472735,0.0001267701,0.0001596703,0.000004570756,0.00006538368,0.00001199883,0.0000118568,0.00008465086,0.0003874492,0.9991218,0.000002445917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0005473353,0.1132341,0.00103549,0.111598,0.6225177,0.0002489083,0.001637897,0.0004421336,0.1487383],"genre_scores_gemma":[0.006280879,0.1349608,0.001006546,0.08903975,0.3969114,0.0002000442,0.002446587,0.000199857,0.3689541],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8356153,"threshold_uncertainty_score":0.5499218,"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."}}