{"id":"W4407421807","doi":"10.5194/egusphere-2024-352-ac5","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 British Columbia","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":[0.001952742,0.0008953481,0.0009083036,0.0009579883,0.002584602,0.003747528,0.00268045,0.01756869,0.1833721],"category_scores_gemma":[0.02088623,0.0004787269,0.001197544,0.00077396,0.001650186,0.003049072,0.002139128,0.01684629,0.1390363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00321615,"about_ca_system_score_gemma":0.002445351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432519,"about_ca_topic_score_gemma":0.00904433,"domain_scores_codex":[0.9981515,0.0003393952,0.0001923532,0.0003546355,0.0006619546,0.0003001411],"domain_scores_gemma":[0.9957183,0.001237676,0.000155805,0.0003590338,0.001829153,0.0006999598],"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":[0.0000117975,0.000003762828,0.00003519657,0.00001351818,0.000001616413,0.00006842276,0.00001064336,0.0000047772,0.00002420375,0.0003064978,0.9974965,0.002022917],"study_design_scores_gemma":[0.000009227527,0.000006196995,0.000180303,0.00003967891,0.000002228832,0.00006017746,0.00005736875,0.00002063962,0.00006622812,0.0003768601,0.9991741,0.000006958133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003502727,0.002067472,0.000323414,0.6956561,0.2457207,0.000165265,0.0008741493,0.0005824789,0.05426017],"genre_scores_gemma":[0.003637517,0.001215325,0.0002617676,0.6891554,0.06578194,0.000222405,0.000344438,0.0003287476,0.2390525],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.816628,"threshold_uncertainty_score":0.6134406,"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."}}