{"id":"W4407746361","doi":"10.5194/gmd-2024-116-ac3","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":"Université Laval","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":[0.002012916,0.0008592198,0.0009289692,0.0009661291,0.002705569,0.003539188,0.00298698,0.02150195,0.176762],"category_scores_gemma":[0.02045097,0.0004878843,0.001321883,0.0007457123,0.001573368,0.003269086,0.002239102,0.01838115,0.1409325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002988981,"about_ca_system_score_gemma":0.002567194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007186089,"about_ca_topic_score_gemma":0.008456299,"domain_scores_codex":[0.9981059,0.0003273817,0.0001977571,0.0003721173,0.0006827905,0.0003139665],"domain_scores_gemma":[0.9955279,0.001378282,0.0001556594,0.0002990064,0.001917215,0.00072187],"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":[0.00001185362,0.000004198186,0.00003584707,0.00001512974,0.000001498791,0.00007942735,0.00001072776,0.000005269945,0.00002598172,0.000301162,0.9972215,0.002287402],"study_design_scores_gemma":[0.000009187702,0.000007722872,0.0001740983,0.00004574838,0.000002376154,0.00008122595,0.00005703819,0.00002594652,0.00007009938,0.0003991456,0.9991193,0.000008003376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000360978,0.001925499,0.0003411991,0.7344094,0.2073913,0.0001947035,0.0009065069,0.0006350133,0.05383551],"genre_scores_gemma":[0.002864362,0.001029538,0.0002382084,0.7475572,0.04753335,0.0002297882,0.0003023391,0.0002670172,0.1999783],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.823238,"threshold_uncertainty_score":0.5913277,"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."}}