{"id":"W4396993665","doi":"10.5194/egusphere-2023-2097-ac2","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":"Agriculture and Agri-Food Canada","funders":"","keywords":"Environmental science; 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":[0.002192325,0.001084813,0.001139087,0.00122609,0.002870288,0.004381444,0.00360798,0.02576049,0.1495105],"category_scores_gemma":[0.02305205,0.0006399552,0.001458131,0.0008210091,0.002216171,0.004115347,0.002814661,0.02375481,0.1201717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002993294,"about_ca_system_score_gemma":0.002793744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006169424,"about_ca_topic_score_gemma":0.007938433,"domain_scores_codex":[0.9978033,0.0003837933,0.000221054,0.0004192705,0.0008694204,0.0003033153],"domain_scores_gemma":[0.9938679,0.001855218,0.0002777129,0.0004084764,0.002494746,0.001095877],"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":[0.000008445734,0.000004022752,0.0000298277,0.00001466234,0.000001475073,0.00007155539,0.000008843832,0.000004735474,0.00002164912,0.0002175813,0.9971123,0.002504902],"study_design_scores_gemma":[0.00000923174,0.000007012884,0.0001387343,0.0000470163,0.00000237259,0.00009345012,0.00005058145,0.00002598652,0.00005832609,0.0004060388,0.9991518,0.000009311043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002188236,0.001882274,0.0002999833,0.7035226,0.2623578,0.0001096086,0.0004922381,0.0005325486,0.03058416],"genre_scores_gemma":[0.002352486,0.00121409,0.0003071608,0.7729641,0.08369274,0.0001709955,0.0002230157,0.0002733731,0.1388021],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8504895,"threshold_uncertainty_score":0.5001626,"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."}}