{"id":"W6926766505","doi":"10.25446/oxford.25914418","title":"Percy Howard Newby, RAMC, in Egypt and Europe","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girl; Happening; Misfortune; Boarding school; Style (visual arts)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005232243,0.000498576,0.0003746488,0.0007299741,0.009293635,0.002900332,0.0006009457,0.001796352,0.0581846],"category_scores_gemma":[0.0009516154,0.0002551677,0.000190587,0.0006355603,0.001628495,0.002492338,0.002512491,0.003810341,0.00949175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004171304,"about_ca_system_score_gemma":0.006092475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06433757,"about_ca_topic_score_gemma":0.1536763,"domain_scores_codex":[0.9996535,0.0000411815,0.00001361499,0.00004918737,0.00007994397,0.0001626361],"domain_scores_gemma":[0.9993191,0.00002272267,0.00002415726,0.00001182235,0.0001480146,0.0004742637],"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":[0.00002687582,0.00004670497,0.002378829,0.0001259654,0.000007051053,0.001819722,0.005163172,0.00002919407,0.0003512147,0.006061318,0.9470924,0.03689769],"study_design_scores_gemma":[0.000003301323,0.00001001555,0.002208195,0.0001389748,0.000002471525,0.001176015,0.009431386,0.000009556684,0.00009197804,0.00036375,0.9865565,0.000007978986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0312429,0.08871974,0.0004492258,0.5196915,0.02555017,0.00007468812,0.0005041254,0.0002485528,0.3335191],"genre_scores_gemma":[0.04870135,0.02215957,0.0003665374,0.08849422,0.001894704,0.00003225765,0.0001422965,0.0001189108,0.8380902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9418154,"threshold_uncertainty_score":0.1946468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378195637022376,"score_gpt":0.3077865888652208,"score_spread":0.274004632494997,"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."}}