{"id":"W4408316617","doi":"10.5194/egusphere-2024-3377-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":[],"consensus_categories":[],"category_scores_codex":[0.002942699,0.001060114,0.001128751,0.001023702,0.003269817,0.005527176,0.003526391,0.02728501,0.1433819],"category_scores_gemma":[0.0268683,0.0006386288,0.001635378,0.001004054,0.002479545,0.004106367,0.002804535,0.02547092,0.1151139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003695802,"about_ca_system_score_gemma":0.004047145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007068282,"about_ca_topic_score_gemma":0.007923591,"domain_scores_codex":[0.9970489,0.0005345788,0.0002840403,0.0006076874,0.001077638,0.0004470632],"domain_scores_gemma":[0.9931486,0.002139014,0.0002688142,0.000592465,0.002794007,0.001056999],"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":[0.000009097994,0.000003608958,0.00002487347,0.00001639972,0.000001796076,0.0000428927,0.000009361139,0.000005149881,0.00001994639,0.0004306968,0.9972798,0.002156398],"study_design_scores_gemma":[0.000009175472,0.000005401054,0.0001321636,0.00004698152,0.000002575955,0.00004326366,0.00004701442,0.00001912692,0.0000538196,0.000511553,0.9991205,0.000008296332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001854811,0.001933357,0.0002251645,0.7183217,0.2454165,0.00009213146,0.0005553986,0.000347746,0.03292238],"genre_scores_gemma":[0.00205079,0.001130922,0.0002245379,0.8052582,0.06893553,0.0001688754,0.0002087529,0.0002338323,0.1217886],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1433819,"threshold_uncertainty_score":0.4796603,"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."}}