{"id":"W1975293655","doi":"10.1016/j.idairyj.2011.10.001","title":"International Dairy Journal in the forefront – Improving efficiency in the review process","year":2011,"lang":"en","type":"article","venue":"International Dairy Journal","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Process (computing); Dairy industry; Business; Political science; Computer science; Food science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0414515,0.0007020159,0.001474297,0.007186341,0.001337293,0.01136894,0.00154294,0.003661396,0.01141522],"category_scores_gemma":[0.07888139,0.0005169045,0.0009076267,0.006649157,0.001622377,0.009089477,0.002227768,0.002985868,0.006705737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004324737,"about_ca_system_score_gemma":0.01969589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115836,"about_ca_topic_score_gemma":0.004481268,"domain_scores_codex":[0.9819353,0.007071801,0.002972678,0.0008664869,0.006634551,0.0005192029],"domain_scores_gemma":[0.8453693,0.0282386,0.01321915,0.006017516,0.1005727,0.006582683],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005378257,0.0002921527,0.002608537,0.009838287,0.0002393536,0.0006031951,0.0009994194,0.0004211314,0.008411578,0.01882059,0.2702338,0.6869942],"study_design_scores_gemma":[0.00004627601,0.0002222083,0.002148183,0.003854682,0.0001774831,0.0004289076,0.0005899323,0.0003082137,0.002678463,0.004967832,0.9845281,0.00004980141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.01053719,0.5174126,0.0241924,0.2581566,0.1451189,0.001275217,0.0004310638,0.0004415649,0.04243445],"genre_scores_gemma":[0.0842644,0.5292988,0.06110729,0.1014524,0.1165881,0.0009645033,0.001130778,0.0007549781,0.1044388],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9886311,"threshold_uncertainty_score":0.2192191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592572147733743,"score_gpt":0.2712793373037685,"score_spread":0.2353536158264311,"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."}}