{"id":"W4413345820","doi":"10.5194/egusphere-2025-1052-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; Environmental 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":[0.002401137,0.00105951,0.001164109,0.001133493,0.002831563,0.004142054,0.003359834,0.02481244,0.1327906],"category_scores_gemma":[0.02396471,0.0006536358,0.001505413,0.0008871255,0.002121396,0.003844552,0.002501046,0.02276967,0.1065087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003406377,"about_ca_system_score_gemma":0.002724115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009306421,"about_ca_topic_score_gemma":0.009792602,"domain_scores_codex":[0.9978818,0.0003919587,0.0002315211,0.0004119661,0.0007611277,0.000321667],"domain_scores_gemma":[0.9943054,0.001993859,0.0002383654,0.0004103871,0.002148649,0.0009033041],"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":[0.000008994311,0.00000329274,0.00002921916,0.00001266077,0.000001536304,0.00005171912,0.000007763481,0.000004392944,0.0000168681,0.0002041896,0.997856,0.001803424],"study_design_scores_gemma":[0.00001264687,0.000007465296,0.0001952296,0.00005125636,0.000002852203,0.00006692994,0.00005182259,0.00002952813,0.00006009783,0.0004526722,0.9990591,0.00001042602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002226205,0.001780286,0.0002354047,0.7516071,0.2196155,0.0001198564,0.0006967701,0.0004726618,0.02524985],"genre_scores_gemma":[0.002088933,0.001019284,0.0001968251,0.8173286,0.06811804,0.0001867078,0.0002454113,0.0002420434,0.1105741],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8672094,"threshold_uncertainty_score":0.4442288,"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."}}