{"id":"W4405866756","doi":"10.5194/essd-2024-204-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":"McGill University","funders":"","keywords":"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":[0.003233577,0.001066352,0.001128998,0.001368165,0.003414197,0.005793698,0.003875093,0.03086018,0.1648364],"category_scores_gemma":[0.03259108,0.0007074572,0.001769069,0.001132919,0.002534352,0.00555835,0.003235386,0.02499789,0.1374447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003555812,"about_ca_system_score_gemma":0.004256646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008255806,"about_ca_topic_score_gemma":0.009215894,"domain_scores_codex":[0.9968511,0.0005120445,0.0003046195,0.0006235181,0.001192056,0.000516649],"domain_scores_gemma":[0.9917377,0.002741441,0.0002969304,0.0006001652,0.003396137,0.001227651],"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":[0.00000553143,0.000002529188,0.00002081473,0.00001272357,0.000001151138,0.00004068875,0.000009510365,0.000003605853,0.00001514932,0.0003755668,0.9976332,0.001879468],"study_design_scores_gemma":[0.000008066592,0.000004915511,0.0001185174,0.00005224743,0.00000224549,0.00006073746,0.00005136829,0.00001801644,0.00004518186,0.0005479339,0.9990822,0.000008637462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001887978,0.001710707,0.0002477969,0.7589021,0.1991897,0.00008708316,0.0006569296,0.0004577471,0.03855922],"genre_scores_gemma":[0.001728959,0.0008827786,0.0001949028,0.8292057,0.05490359,0.0001499161,0.0002378272,0.0002519941,0.1124444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8351636,"threshold_uncertainty_score":0.5514328,"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."}}