{"id":"W4409249752","doi":"10.5194/egusphere-2024-3651-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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Killam Trusts; ArcticNet; Polar Knowledge Canada; Ontario Research Foundation","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002033304,0.0009355797,0.001028821,0.0009516974,0.002685837,0.003918345,0.003170976,0.02214593,0.2210052],"category_scores_gemma":[0.02126917,0.0005459618,0.001312473,0.0008354214,0.001760513,0.003184733,0.002487975,0.01792031,0.1677721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148846,"about_ca_system_score_gemma":0.002591959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006383873,"about_ca_topic_score_gemma":0.007589223,"domain_scores_codex":[0.9979546,0.0003738771,0.0002128791,0.0003898464,0.0007348384,0.0003339875],"domain_scores_gemma":[0.9952277,0.001408789,0.0001907573,0.0003983348,0.00198914,0.0007853232],"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":[0.0000110213,0.000003524185,0.000028204,0.00001439219,0.0000014166,0.00006207364,0.000007404341,0.000004837664,0.00002012403,0.0002475597,0.9974846,0.00211494],"study_design_scores_gemma":[0.000009183955,0.00000628833,0.0001394255,0.00004169874,0.000002136041,0.00005519261,0.00004496771,0.00002249362,0.00005762503,0.0003370824,0.9992768,0.000007145769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002976082,0.001924135,0.0003189876,0.6539941,0.2804036,0.0001722047,0.0008333661,0.0006795012,0.06137659],"genre_scores_gemma":[0.003194528,0.001156803,0.0002645334,0.6731789,0.0706182,0.000235409,0.0003290842,0.000366585,0.2506559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2210052,"threshold_uncertainty_score":0.739336,"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."}}