{"id":"W4407138103","doi":"10.5194/egusphere-2024-3037-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":"École de Technologie Supérieure; Université du Québec à Montréal","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":[0.002593519,0.000917995,0.001002925,0.001115656,0.003108655,0.004241668,0.003367133,0.02358676,0.2140413],"category_scores_gemma":[0.02644485,0.000571313,0.00147229,0.000887862,0.001858859,0.003786738,0.002620886,0.01985748,0.1630674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00336654,"about_ca_system_score_gemma":0.003246565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009444743,"about_ca_topic_score_gemma":0.01146562,"domain_scores_codex":[0.997373,0.0004717089,0.0002490565,0.0004607739,0.001014104,0.000431429],"domain_scores_gemma":[0.9932507,0.001934473,0.0002333111,0.0004720811,0.003097185,0.001012252],"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":[0.000008270391,0.000002976066,0.0000259652,0.00001264128,0.000001241144,0.00004655066,0.000007628173,0.000003883995,0.00001694461,0.0002702237,0.9976745,0.001929254],"study_design_scores_gemma":[0.000008963521,0.000006123104,0.0001514523,0.00004723505,0.00000225938,0.00005358812,0.00004836161,0.00002386969,0.00005957038,0.0004073749,0.9991836,0.00000757856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002783746,0.001761017,0.0003678363,0.7262186,0.2114269,0.000178844,0.001018868,0.0006767445,0.05807283],"genre_scores_gemma":[0.002561188,0.0009327587,0.0002402831,0.7545414,0.04853784,0.0002178944,0.00034424,0.0003286862,0.1922958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7859586,"threshold_uncertainty_score":0.7160396,"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."}}