{"id":"W4322152985","doi":"10.1353/bio.2022.0042","title":"Editor's Note","year":2022,"lang":"en","type":"article","venue":"Biography","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biography; China; George (robot); History; Relevance (law); Realm; Classics; Art history; Media studies; Sociology; Law; Political science; Archaeology","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":[0.004602762,0.001933038,0.00186756,0.001690927,0.00286997,0.007416025,0.004560071,0.01163235,0.1773172],"category_scores_gemma":[0.03802941,0.0007712697,0.001845679,0.001318561,0.001436308,0.004828482,0.002306292,0.01079621,0.1229773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251582,"about_ca_system_score_gemma":0.007009495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361966,"about_ca_topic_score_gemma":0.004884509,"domain_scores_codex":[0.9952053,0.0004311778,0.0005075011,0.0008531039,0.002477802,0.000525211],"domain_scores_gemma":[0.9746866,0.003665693,0.001187859,0.001196309,0.01624172,0.003021872],"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":[0.000007243832,0.000005369223,0.00002020724,0.00004672933,0.000001630875,0.00005261276,0.000007096181,0.000006765189,0.00002286114,0.0001889748,0.9949161,0.004724406],"study_design_scores_gemma":[0.00001081324,0.000007853166,0.0001036344,0.0001000184,0.000002997264,0.00008657424,0.00003110012,0.00002588888,0.00004918913,0.0002386619,0.9993357,0.00000749616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008889713,0.001798418,0.0001942659,0.1006986,0.8766913,0.00008811033,0.0003055989,0.0002534198,0.01988149],"genre_scores_gemma":[0.002151416,0.003825611,0.000925949,0.2250828,0.5403175,0.0002424936,0.000454856,0.0003330661,0.2266664],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1773172,"threshold_uncertainty_score":0.5931851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150188791067401,"score_gpt":0.2011394355597502,"score_spread":0.1896375476490762,"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."}}