{"id":"W4400224581","doi":"10.5194/egusphere-2024-443-ac1","title":"Reply on RC2","year":2024,"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, Okanagan Campus; 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":[0.003591201,0.00126877,0.001343683,0.001306237,0.004038384,0.006067852,0.0043357,0.03626999,0.1190194],"category_scores_gemma":[0.02928805,0.0008476938,0.001713516,0.001152703,0.002979171,0.005272003,0.003574369,0.03156417,0.1077872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004526766,"about_ca_system_score_gemma":0.004951422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008627827,"about_ca_topic_score_gemma":0.01086457,"domain_scores_codex":[0.9966142,0.0006095087,0.000309133,0.0006148419,0.001318958,0.000533342],"domain_scores_gemma":[0.9921005,0.002221442,0.0003248427,0.0006960073,0.00325053,0.001406557],"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":[0.000007260187,0.000002981883,0.00002337887,0.00001275969,0.000001490162,0.00004402248,0.000009569575,0.000003161205,0.00001516318,0.000255723,0.9981699,0.001454663],"study_design_scores_gemma":[0.00001161745,0.000006253644,0.0001661857,0.0000541491,0.00000293118,0.00005778391,0.00005747992,0.00001645337,0.00005098503,0.0005792687,0.9989871,0.000009827812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001507295,0.001557047,0.0001406899,0.7581311,0.2192806,0.0000664162,0.0003541555,0.000284138,0.02003519],"genre_scores_gemma":[0.001475992,0.0007262814,0.0001555297,0.8428799,0.06623916,0.0001380226,0.0001468936,0.0001809317,0.08805725],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8809806,"threshold_uncertainty_score":0.3981595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06538174524723528,"score_gpt":0.3919166518461711,"score_spread":0.3265349065989359,"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."}}