{"id":"W4404181289","doi":"10.5194/gchron-2024-15-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":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003351559,0.001130432,0.001160766,0.001107247,0.004034554,0.005732298,0.003927257,0.03165282,0.1387639],"category_scores_gemma":[0.02349018,0.0007186285,0.001456272,0.000951857,0.002630899,0.004809869,0.00330381,0.02810181,0.105416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00394332,"about_ca_system_score_gemma":0.004472197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007440846,"about_ca_topic_score_gemma":0.0102758,"domain_scores_codex":[0.9969886,0.0005667333,0.0002625871,0.0005654708,0.00113938,0.0004772218],"domain_scores_gemma":[0.9930626,0.002054266,0.0002451944,0.0005735831,0.002744273,0.001320244],"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":[0.000007664733,0.000003352129,0.00002278272,0.00001080742,0.000001367863,0.00004236044,0.00000926684,0.000003238604,0.00001580456,0.0003020038,0.9980015,0.001579811],"study_design_scores_gemma":[0.00001158329,0.000006247854,0.0001361187,0.0000437302,0.000002489065,0.00004859465,0.00006025675,0.0000161237,0.00004454616,0.0005469959,0.9990746,0.000008772445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001686019,0.001441501,0.0001748304,0.7453308,0.2256478,0.00007384197,0.0003497209,0.0003168506,0.02649618],"genre_scores_gemma":[0.001629768,0.0006962747,0.0001671227,0.8255267,0.06349376,0.0001277103,0.0001417763,0.0001924119,0.1080245],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1387639,"threshold_uncertainty_score":0.4642116,"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."}}