{"id":"W4413864258","doi":"10.5194/egusphere-2025-2493-ac1","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":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Ocean Frontier Institute","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":[0.002299055,0.001086017,0.001124393,0.001242526,0.002844374,0.004829855,0.003429352,0.02026008,0.2163291],"category_scores_gemma":[0.0215389,0.0006558822,0.001412825,0.0008825521,0.002055244,0.004095553,0.003046039,0.02011999,0.1724812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141677,"about_ca_system_score_gemma":0.002946772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006669244,"about_ca_topic_score_gemma":0.008777864,"domain_scores_codex":[0.9976555,0.0004071245,0.0002240939,0.0004567484,0.0009155825,0.000340872],"domain_scores_gemma":[0.9936976,0.001627849,0.0002385894,0.0004745347,0.002789899,0.001171522],"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":[0.000007358479,0.000002719529,0.0000192999,0.00001275093,0.000001080891,0.00003877474,0.000006140862,0.000003408139,0.00001455208,0.0002014378,0.9975103,0.002182168],"study_design_scores_gemma":[0.000008094136,0.000005347112,0.0001155151,0.00004533409,0.000001761729,0.00004785153,0.00003982258,0.00001529775,0.00004063105,0.0003218351,0.999352,0.000006470148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001773822,0.002002464,0.0002833028,0.6066334,0.3449386,0.0001258339,0.0006658209,0.0005701163,0.04460308],"genre_scores_gemma":[0.001938177,0.001266924,0.0002540306,0.6806407,0.09387425,0.0001776571,0.0002928914,0.0003246919,0.2212306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2163291,"threshold_uncertainty_score":0.7236928,"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."}}