{"id":"W4396746250","doi":"10.5194/egusphere-2023-420-ac3","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":"Simon Fraser University","funders":"","keywords":"Environmental 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002532369,0.0008436723,0.0009382805,0.001033289,0.003212823,0.004024597,0.003207698,0.02668307,0.1481418],"category_scores_gemma":[0.02991807,0.0005567059,0.001314656,0.0008313226,0.00196195,0.003443172,0.002394293,0.02183491,0.1153015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003690861,"about_ca_system_score_gemma":0.003823412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339772,"about_ca_topic_score_gemma":0.01459763,"domain_scores_codex":[0.9974188,0.0004608198,0.0002801422,0.0004411023,0.0009499068,0.0004492716],"domain_scores_gemma":[0.9927329,0.002070605,0.0002404945,0.0004789172,0.003413191,0.001063803],"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":[0.000009449619,0.00000369055,0.00004352653,0.0000119399,0.000001515684,0.00007443959,0.00001379094,0.000004944883,0.00002323796,0.00027291,0.9976739,0.001866549],"study_design_scores_gemma":[0.000009080977,0.000007387438,0.0001896589,0.00004656829,0.000002753075,0.00008429879,0.00008872796,0.00002969853,0.00007406164,0.0004319378,0.9990255,0.0000103504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003426754,0.001311022,0.0003038084,0.804172,0.1581531,0.0001342185,0.0006868263,0.0005554099,0.03434093],"genre_scores_gemma":[0.002975328,0.0007111375,0.0002285485,0.8346031,0.037298,0.0001575965,0.0002348954,0.0002630854,0.1235283],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8518582,"threshold_uncertainty_score":0.4955837,"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."}}