{"id":"W4407686830","doi":"10.5194/egusphere-2024-3265-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":"Dalhousie University","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":[0.00181561,0.0009180873,0.0009652587,0.001060199,0.002305784,0.003717003,0.002875656,0.0182296,0.1863106],"category_scores_gemma":[0.01778811,0.0005574461,0.001166456,0.0007476652,0.001799292,0.003560482,0.002485572,0.01771087,0.1519645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025608,"about_ca_system_score_gemma":0.002227098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005924539,"about_ca_topic_score_gemma":0.007240962,"domain_scores_codex":[0.9983703,0.000263768,0.0001789563,0.0003178598,0.0006211795,0.0002478868],"domain_scores_gemma":[0.995281,0.001274383,0.0002076354,0.000342103,0.001947516,0.0009473612],"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":[0.000007993349,0.000003270992,0.00003169557,0.00001243697,0.000001197586,0.00006141483,0.000007085362,0.000003855913,0.00001981942,0.0001912682,0.9973424,0.002317467],"study_design_scores_gemma":[0.000008292265,0.00000619212,0.0001686837,0.0000416576,0.000001837285,0.00007648965,0.00004599805,0.00001859832,0.00004778021,0.0003239769,0.999253,0.000007595511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002534634,0.001711985,0.0002926852,0.6400449,0.3175303,0.0001143492,0.0006140245,0.0006318631,0.03880649],"genre_scores_gemma":[0.002648206,0.001170557,0.0002770222,0.7071599,0.09625495,0.00017467,0.0002866665,0.0003016891,0.1917263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8136894,"threshold_uncertainty_score":0.623271,"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."}}