{"id":"W4391542548","doi":"10.5194/gchron-2023-26-rc1","title":"Comment on Marza et al","year":2024,"lang":"fr","type":"peer-review","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; National Computational Infrastructure; University of Victoria","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002217417,0.001055608,0.001362452,0.001290707,0.002454381,0.004326618,0.003423421,0.01668843,0.1802365],"category_scores_gemma":[0.01934921,0.0005734321,0.001723368,0.001076269,0.001750829,0.003304783,0.001951907,0.01460443,0.135689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388581,"about_ca_system_score_gemma":0.00278926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005773151,"about_ca_topic_score_gemma":0.005645631,"domain_scores_codex":[0.9981425,0.0002322448,0.0002200392,0.0002724922,0.0008377148,0.0002950442],"domain_scores_gemma":[0.9950528,0.001115853,0.0002706242,0.0003903822,0.002429202,0.000741196],"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":[0.000009734023,0.000004267797,0.00002722616,0.00002916629,0.000002186212,0.00006115351,0.000007611102,0.000005517822,0.00001631875,0.0001631051,0.9975002,0.002173495],"study_design_scores_gemma":[0.00002074039,0.000008348925,0.0002368766,0.0001181409,0.000004091803,0.0001076262,0.00004567856,0.00002702386,0.00007364266,0.0004135287,0.9989352,0.000009053758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0002191105,0.001285998,0.0002117738,0.3743804,0.5903533,0.0001335981,0.001370031,0.0007110036,0.03133468],"genre_scores_gemma":[0.003250285,0.002532073,0.000326081,0.5180422,0.2966769,0.0003293661,0.0009703282,0.0003755311,0.1774972],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1802365,"threshold_uncertainty_score":0.6029512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183508109487053,"score_gpt":0.4868371317141951,"score_spread":0.3033290222271421,"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."}}