{"id":"W4409020402","doi":"10.5194/egusphere-2024-3620-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":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00290736,0.001159325,0.001220451,0.001235334,0.00334206,0.004704053,0.003783991,0.03022999,0.1439658],"category_scores_gemma":[0.02905632,0.0006947033,0.001727335,0.0008643484,0.00243457,0.004567217,0.002850989,0.0267194,0.1212131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003884766,"about_ca_system_score_gemma":0.003605125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008152585,"about_ca_topic_score_gemma":0.009114464,"domain_scores_codex":[0.997229,0.0005026644,0.0002896302,0.0005290667,0.0009975489,0.0004521003],"domain_scores_gemma":[0.9930099,0.002174449,0.0002760995,0.0004996003,0.002939047,0.001100991],"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":[0.00001071151,0.000004056601,0.00003023834,0.00001575371,0.000001839719,0.00007177377,0.00001136169,0.000004585295,0.00002401776,0.0002882729,0.9974568,0.002080529],"study_design_scores_gemma":[0.00001117088,0.000008359993,0.0001573761,0.00005574092,0.000003286791,0.00008801048,0.00006661828,0.0000258358,0.00007608221,0.0005129115,0.9989839,0.00001067161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002445544,0.001754921,0.0002688175,0.7740772,0.1967683,0.0001160272,0.0005875502,0.0004996308,0.02568307],"genre_scores_gemma":[0.002110539,0.0009754143,0.0002200008,0.8350028,0.05333558,0.0001734271,0.0002044794,0.0002407838,0.107737],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8560342,"threshold_uncertainty_score":0.4816136,"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."}}