{"id":"W4408822197","doi":"10.5194/egusphere-2024-3812-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":"","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":[0.002211073,0.001092772,0.001076299,0.001179184,0.003046627,0.00488599,0.003432889,0.02255858,0.2192817],"category_scores_gemma":[0.01860359,0.0006350387,0.001417033,0.0009629916,0.002149867,0.004015954,0.002956018,0.020658,0.182122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129283,"about_ca_system_score_gemma":0.002693643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005825986,"about_ca_topic_score_gemma":0.007733203,"domain_scores_codex":[0.9978472,0.0003456117,0.0002098619,0.0004277351,0.0008346449,0.0003348926],"domain_scores_gemma":[0.9944385,0.00142381,0.0002277864,0.0004999668,0.002355998,0.001054043],"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":[0.00000820652,0.000003341366,0.00002439643,0.00001370618,0.000001285641,0.00004677127,0.000006520097,0.00000366887,0.00002062792,0.0002601296,0.9973401,0.002271193],"study_design_scores_gemma":[0.000008277941,0.000005397744,0.0001385118,0.00003720911,0.000001792058,0.00004039596,0.00003851692,0.00001530472,0.00004392813,0.0003845229,0.9992798,0.000006427143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002138531,0.001594408,0.0002768548,0.5930521,0.3509533,0.00012872,0.0006808439,0.0006757128,0.05242429],"genre_scores_gemma":[0.002194567,0.0009461215,0.0002743819,0.6630968,0.09958874,0.0002066772,0.0003164844,0.0003684045,0.2330077],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7807183,"threshold_uncertainty_score":0.7335703,"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."}}