{"id":"W4410734729","doi":"10.5194/gmd-2024-215-ac3","title":"Reply on RC2","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002728394,0.001071692,0.001247961,0.001137279,0.003718446,0.004543685,0.004008999,0.03369051,0.1294536],"category_scores_gemma":[0.02606608,0.0007245264,0.001663613,0.0009216334,0.002514639,0.004221804,0.003098891,0.02921676,0.1046568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004006484,"about_ca_system_score_gemma":0.00345365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008727739,"about_ca_topic_score_gemma":0.01005291,"domain_scores_codex":[0.9974375,0.0004550439,0.0002664575,0.0004902369,0.0009147489,0.0004360058],"domain_scores_gemma":[0.9935363,0.002082797,0.0002852356,0.0004896316,0.002592835,0.001013238],"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":[0.00001042988,0.000003874636,0.00003687469,0.00001444351,0.000002072986,0.00008520576,0.00001223316,0.00000551662,0.00002754835,0.0003749497,0.9974731,0.001953739],"study_design_scores_gemma":[0.00001151975,0.000007294303,0.0001750828,0.00004656742,0.000003155403,0.00008661411,0.00006508426,0.00003539889,0.00007527892,0.0006074611,0.9988753,0.00001121873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002335892,0.001316604,0.0002588735,0.8055809,0.1664838,0.00009632917,0.0004618023,0.0004078918,0.0251602],"genre_scores_gemma":[0.002355108,0.000665962,0.0002021062,0.8518732,0.04751193,0.0001682389,0.0001679916,0.0002163611,0.0968391],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1294536,"threshold_uncertainty_score":0.4330654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05460752066177657,"score_gpt":0.3894730870193023,"score_spread":0.3348655663575257,"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."}}