{"id":"W4409383174","doi":"10.5194/essd-2024-514-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":"University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002665825,0.0008721373,0.001003661,0.001319512,0.002673227,0.004785142,0.00290787,0.02112051,0.2445322],"category_scores_gemma":[0.03340252,0.0005338448,0.001425199,0.001003131,0.001847839,0.0040827,0.002953079,0.01622875,0.1739854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003193509,"about_ca_system_score_gemma":0.003520135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006273591,"about_ca_topic_score_gemma":0.007524838,"domain_scores_codex":[0.9974234,0.0004226283,0.0002674267,0.0004703418,0.0009772591,0.0004389608],"domain_scores_gemma":[0.9915996,0.002355686,0.0003212074,0.0006055407,0.003815984,0.001302044],"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":[0.000007121051,0.000002617151,0.00002796285,0.00001590235,0.000001182005,0.00004406421,0.000009030277,0.000003466018,0.00001638931,0.0002407993,0.9975863,0.002045209],"study_design_scores_gemma":[0.000008411739,0.000005795596,0.0001397807,0.00006296585,0.000002140495,0.00006186416,0.00005737991,0.00001668911,0.00004945821,0.0003995026,0.9991882,0.000007692048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002837836,0.001636298,0.0003234798,0.695318,0.2514586,0.0001594217,0.001446609,0.0007021932,0.04867166],"genre_scores_gemma":[0.002813668,0.001268053,0.0002807268,0.7427271,0.07286979,0.0002600885,0.0005803797,0.0004078029,0.1787924],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2445322,"threshold_uncertainty_score":0.8180416,"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."}}