{"id":"W4408329041","doi":"10.1002/cjce.25325","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":false,"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":[0.002285893,0.0008587468,0.0006522802,0.001405754,0.001654868,0.006276981,0.00169969,0.005662472,0.4230615],"category_scores_gemma":[0.009287461,0.0003461878,0.0009378448,0.0009268615,0.0006525114,0.001770156,0.002321007,0.004314331,0.2203563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894495,"about_ca_system_score_gemma":0.006360707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004274219,"about_ca_topic_score_gemma":0.01053275,"domain_scores_codex":[0.9980732,0.0001697964,0.00006924297,0.0001935428,0.001120155,0.00037402],"domain_scores_gemma":[0.9932841,0.0006067415,0.0002945283,0.0002930023,0.002762789,0.00275885],"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":[0.00001206909,0.000006971351,0.0000388456,0.00004155951,0.000001368488,0.00002429051,0.000004126294,0.000006281571,0.0000418546,0.0004949271,0.9890027,0.01032503],"study_design_scores_gemma":[0.000007874324,0.000006998087,0.0001906627,0.00003484545,0.000001706268,0.00002908918,0.00001518118,0.000008942985,0.00003205653,0.0003192043,0.9993512,0.000002277161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005711637,0.007806629,0.000601303,0.1571821,0.4575465,0.0003011182,0.002980297,0.0006992734,0.3723116],"genre_scores_gemma":[0.003292663,0.004816331,0.0003829245,0.06428592,0.1146748,0.0001502946,0.001848067,0.0002961117,0.8102529],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4230615,"threshold_uncertainty_score":0.8229327,"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."}}