{"id":"W4408015783","doi":"10.5194/essd-2024-602-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":"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":[0.003712604,0.0007025787,0.0008426371,0.001448181,0.002561497,0.004341902,0.002479857,0.01569125,0.2125786],"category_scores_gemma":[0.05473461,0.0004500506,0.001186582,0.001058711,0.001730429,0.004039848,0.002688783,0.01239599,0.1671051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201222,"about_ca_system_score_gemma":0.004322342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00863396,"about_ca_topic_score_gemma":0.00931699,"domain_scores_codex":[0.996687,0.0005741389,0.0003660591,0.0005651329,0.001312183,0.0004954688],"domain_scores_gemma":[0.9832077,0.004555196,0.0005020234,0.001047724,0.008551454,0.002135947],"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":[0.000005252895,0.000001657919,0.00002324624,0.00001422728,8.27909e-7,0.00002499638,0.000008509971,0.000002239464,0.00001114085,0.0002141361,0.9979075,0.001786234],"study_design_scores_gemma":[0.000005902427,0.000004464888,0.00013656,0.00005920589,0.00000178535,0.00004808981,0.00005547412,0.00001156412,0.00004089815,0.0003472808,0.9992821,0.000006777364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002145672,0.001374982,0.000362013,0.7304462,0.2299505,0.0001247595,0.001663619,0.0005870567,0.03527638],"genre_scores_gemma":[0.002712642,0.001410031,0.000355328,0.7480738,0.07351226,0.0002643125,0.0008023233,0.0005151976,0.1723542],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7874213,"threshold_uncertainty_score":0.7111464,"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."}}