{"id":"W4412413737","doi":"10.5194/egusphere-2025-82-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 Saskatchewan","funders":"","keywords":"Computer science; Environmental 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":[0.002142883,0.001029358,0.0009924301,0.0009892042,0.002404901,0.00442468,0.002921434,0.0178957,0.191187],"category_scores_gemma":[0.01915192,0.0005242012,0.001403828,0.0007778372,0.001782881,0.003264259,0.002227519,0.01672745,0.1513881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002799409,"about_ca_system_score_gemma":0.002818454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005069273,"about_ca_topic_score_gemma":0.005474924,"domain_scores_codex":[0.9979572,0.0003566804,0.0001958053,0.0004136508,0.0007434085,0.0003331485],"domain_scores_gemma":[0.9954534,0.001232285,0.0001683124,0.0004039876,0.001947118,0.000794994],"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":[0.000009118987,0.00000375604,0.00002476276,0.00001559106,0.00000143985,0.00004494382,0.00000654425,0.000004185078,0.00001968304,0.0002887518,0.9972518,0.002329488],"study_design_scores_gemma":[0.00001035219,0.00000614062,0.0001426604,0.00004679709,0.00000217528,0.00005093985,0.00003431466,0.00001510511,0.00005011922,0.0003579013,0.9992773,0.000006187395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002514528,0.002271372,0.0002497759,0.5765924,0.3697146,0.0001225573,0.0007912072,0.0005214359,0.04948523],"genre_scores_gemma":[0.002763727,0.001808889,0.0002589226,0.6339589,0.1247226,0.0002190876,0.0004004955,0.0003552014,0.2355122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.191187,"threshold_uncertainty_score":0.6395842,"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."}}