{"id":"W4408935530","doi":"10.5194/egusphere-2024-3807-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":[0.002352245,0.0009896023,0.001009657,0.00103434,0.00272254,0.00446432,0.003136062,0.02267991,0.1905104],"category_scores_gemma":[0.02205343,0.0005904315,0.001473248,0.000803634,0.001898668,0.003860333,0.002548345,0.02051811,0.1480671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067044,"about_ca_system_score_gemma":0.003206949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006893995,"about_ca_topic_score_gemma":0.008184925,"domain_scores_codex":[0.9977326,0.0003916751,0.0002234257,0.0004428015,0.0008440125,0.0003655238],"domain_scores_gemma":[0.9942509,0.001564891,0.0002158507,0.0004311223,0.00249023,0.001047077],"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":[0.000008134189,0.000003418586,0.00002474154,0.00001170846,0.00000124456,0.00004198892,0.000006526904,0.000003999729,0.00001618752,0.0002723573,0.9975266,0.002083067],"study_design_scores_gemma":[0.000009172932,0.000005808852,0.000125264,0.00004192369,0.000002068303,0.00005086414,0.00004034478,0.0000170189,0.00004615844,0.0003928518,0.9992613,0.000007094061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002082097,0.001932775,0.00026821,0.6935386,0.2611894,0.0001019873,0.0006482254,0.0005097817,0.04160287],"genre_scores_gemma":[0.002017831,0.001110937,0.0002241243,0.7507613,0.06822783,0.0001575051,0.0002559026,0.0002868173,0.1769576],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8094896,"threshold_uncertainty_score":0.6373206,"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."}}