{"id":"W4407252997","doi":"10.5194/egusphere-2024-2488-ac2","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":"University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004138161,0.001275261,0.001386323,0.00148035,0.004054567,0.006302638,0.004091486,0.03375027,0.1442247],"category_scores_gemma":[0.04317386,0.0007783392,0.001808124,0.001106616,0.003112164,0.005244612,0.003353595,0.02983968,0.1202605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004708344,"about_ca_system_score_gemma":0.005086462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009275311,"about_ca_topic_score_gemma":0.009845708,"domain_scores_codex":[0.9960034,0.0007387039,0.0003775542,0.0007675351,0.001485945,0.0006268509],"domain_scores_gemma":[0.9878842,0.003745321,0.0004405825,0.0008380565,0.005270343,0.001821543],"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":[0.000008028275,0.000003130714,0.00002718463,0.00001202472,0.000001646852,0.00004100976,0.000009804839,0.000003943345,0.00001575319,0.0002637038,0.997895,0.001718648],"study_design_scores_gemma":[0.00001230877,0.000007786429,0.0001494778,0.00005598034,0.000003615753,0.00006585059,0.00006859352,0.00002911232,0.0000670117,0.0005801316,0.9989479,0.00001229305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001656823,0.001254044,0.0002371644,0.7899855,0.1878964,0.00008238995,0.0005535001,0.0004202045,0.01940519],"genre_scores_gemma":[0.001780104,0.0008251118,0.0002077704,0.8515912,0.06397469,0.0001583099,0.0002139881,0.0002585032,0.08099035],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1442247,"threshold_uncertainty_score":0.4824796,"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."}}