{"id":"W4413775492","doi":"10.5194/egusphere-2025-1778-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":[0.002209439,0.0006198777,0.000695967,0.00109979,0.002220986,0.003061884,0.002112432,0.01381988,0.2800486],"category_scores_gemma":[0.0332612,0.0003486829,0.0008742498,0.0007657103,0.001236857,0.002991638,0.002247158,0.008951726,0.166311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002473344,"about_ca_system_score_gemma":0.002761434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009135379,"about_ca_topic_score_gemma":0.01129793,"domain_scores_codex":[0.9978139,0.0004473921,0.0002329329,0.0002856483,0.0008793796,0.0003406866],"domain_scores_gemma":[0.9889063,0.002749547,0.000360496,0.0005373664,0.005643927,0.001802331],"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":[0.000007288376,0.000003049868,0.00004897579,0.0000155909,9.702388e-7,0.00005182593,0.00001115662,0.000003032755,0.00001510297,0.0001159423,0.9976173,0.00210971],"study_design_scores_gemma":[0.000008615985,0.000008776433,0.0002428344,0.00006770402,0.000002290299,0.00008528532,0.0001244341,0.00002627265,0.00006221283,0.0002724774,0.9990903,0.000008764872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005377351,0.001057882,0.0005334509,0.7212524,0.1966327,0.000299812,0.001561134,0.001037469,0.07708737],"genre_scores_gemma":[0.005710105,0.001114242,0.0004268288,0.6205691,0.05747768,0.0004038911,0.0007278805,0.0005639306,0.3130064],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7199514,"threshold_uncertainty_score":0.9368559,"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."}}