{"id":"W4408470330","doi":"10.5194/egusphere-2024-2958-ac3","title":"Reply to 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":"Environment and Climate Change Canada","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043087,0.001151563,0.001104385,0.001253143,0.003431241,0.006753547,0.003427585,0.02714579,0.09437209],"category_scores_gemma":[0.04024834,0.0007023236,0.001330292,0.001171557,0.00350786,0.005475539,0.003049645,0.02938503,0.07870799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005075756,"about_ca_system_score_gemma":0.0057957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00995536,"about_ca_topic_score_gemma":0.007953431,"domain_scores_codex":[0.996055,0.0006833545,0.000313889,0.0009174896,0.001407089,0.0006231835],"domain_scores_gemma":[0.9892586,0.003649058,0.0003967934,0.0009458768,0.004401772,0.00134784],"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":[0.000008915625,0.000003545423,0.00003245278,0.00001896447,0.000002419118,0.00003636945,0.00002442764,0.000007045559,0.00003042316,0.0007909408,0.9966519,0.002392551],"study_design_scores_gemma":[0.00000834324,0.000005187357,0.0001549796,0.00004361547,0.000003208713,0.00005856098,0.00007529023,0.00002685032,0.00009471561,0.0009582501,0.9985597,0.00001131365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001757878,0.001704541,0.0002284736,0.8396543,0.1409816,0.00004147917,0.0003831492,0.0002226493,0.01660807],"genre_scores_gemma":[0.003109908,0.0009781894,0.0002728928,0.8752077,0.05517613,0.0001256184,0.000160979,0.0002487916,0.06471977],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9056279,"threshold_uncertainty_score":0.3157061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05173679792841154,"score_gpt":0.3929800081683407,"score_spread":0.3412432102399291,"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."}}