{"id":"W4408499338","doi":"10.5194/egusphere-2024-3843-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":"Memorial University of Newfoundland","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002942813,0.0008686442,0.0009970735,0.001443047,0.00271879,0.003644085,0.003100058,0.02330947,0.1417198],"category_scores_gemma":[0.03899299,0.0005626447,0.001221904,0.0008856906,0.001938789,0.004263908,0.00261666,0.01760099,0.1071155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003184121,"about_ca_system_score_gemma":0.003482572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009440703,"about_ca_topic_score_gemma":0.01223261,"domain_scores_codex":[0.9969811,0.0005566875,0.0003723557,0.0004255485,0.001240619,0.0004236035],"domain_scores_gemma":[0.9850542,0.003800852,0.0005272546,0.0006483049,0.00716973,0.002799706],"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":[0.000007299563,0.000003561257,0.00004221946,0.00001513385,0.00000115066,0.00008007187,0.000009829335,0.000003429687,0.00001429561,0.0001337936,0.9978421,0.001847044],"study_design_scores_gemma":[0.00001108863,0.000009391807,0.0002618268,0.00007723409,0.000002832614,0.000165111,0.00009717351,0.00002395626,0.00004791208,0.0003700387,0.9989204,0.00001304811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002074172,0.001135262,0.0001796221,0.7927518,0.1874748,0.00009779508,0.0003704534,0.0003798163,0.01740304],"genre_scores_gemma":[0.002214887,0.001025971,0.0002275927,0.8099498,0.07808647,0.0001520934,0.0002125125,0.0002260541,0.1079047],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1417198,"threshold_uncertainty_score":0.4740999,"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."}}