{"id":"W4407860793","doi":"10.5194/amt-2024-180-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":"Environment and Climate Change Canada; University of Toronto","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002701713,0.0009444008,0.001051787,0.001204524,0.003074799,0.00507255,0.00316665,0.02289932,0.2196953],"category_scores_gemma":[0.03131945,0.0005729778,0.00135765,0.0009685687,0.001954483,0.00401765,0.002892362,0.01867519,0.1614614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003326273,"about_ca_system_score_gemma":0.003617683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006577434,"about_ca_topic_score_gemma":0.007191486,"domain_scores_codex":[0.9971893,0.0004966207,0.0002781843,0.0005430047,0.00100587,0.0004870034],"domain_scores_gemma":[0.9925097,0.00218302,0.0002788775,0.0006059828,0.003277906,0.001144468],"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":[0.000008135372,0.000002636528,0.00002557933,0.0000131903,0.000001306317,0.00004037686,0.00000800477,0.000003287997,0.00001570496,0.0002678436,0.9977126,0.001901473],"study_design_scores_gemma":[0.000009164414,0.000005786199,0.0001350052,0.00004786406,0.000002255245,0.00005223422,0.00005327476,0.00001810136,0.00005755575,0.000413411,0.9991983,0.000007138477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002537314,0.001587887,0.0003044488,0.7066579,0.2415375,0.000147795,0.001202504,0.0006016377,0.04770654],"genre_scores_gemma":[0.002779537,0.001049173,0.0002528433,0.750499,0.06940067,0.0002260234,0.0004589935,0.0003725224,0.1749612],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7803047,"threshold_uncertainty_score":0.7349539,"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."}}