{"id":"W4400029539","doi":"10.5194/wes-2023-157-ac1","title":"Reply on RC2","year":2024,"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 Victoria","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002920019,0.0007935056,0.0009175853,0.001068202,0.002714676,0.00317529,0.002934993,0.02724493,0.08141799],"category_scores_gemma":[0.03512138,0.0005181094,0.001184757,0.0008062676,0.001771109,0.003567553,0.001882108,0.0208131,0.06444567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003749673,"about_ca_system_score_gemma":0.003589818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009427491,"about_ca_topic_score_gemma":0.01189449,"domain_scores_codex":[0.997349,0.0004946359,0.0003379211,0.0004225972,0.001031821,0.0003640077],"domain_scores_gemma":[0.9895322,0.003580333,0.0003795026,0.0004741575,0.004573109,0.001460685],"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":[0.00001202849,0.000003867809,0.00005861618,0.0000167449,0.000001848616,0.00009101765,0.0000133094,0.000005082127,0.00002366705,0.0002411938,0.9975688,0.00196375],"study_design_scores_gemma":[0.00001452834,0.00001213424,0.0003710862,0.00007367052,0.000004539313,0.000197796,0.0001090617,0.00004024112,0.00009676717,0.0005490393,0.9985148,0.00001632438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000233342,0.001181637,0.0001994805,0.8842538,0.1016822,0.00008186655,0.000346575,0.0002398183,0.01178135],"genre_scores_gemma":[0.002233273,0.000772815,0.0001717453,0.9063003,0.03736379,0.0001266032,0.0001443932,0.0001293967,0.05275763],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.918582,"threshold_uncertainty_score":0.2723703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06538174524723528,"score_gpt":0.3919166518461711,"score_spread":0.3265349065989359,"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."}}