{"id":"W6926674434","doi":"10.25446/oxford.21465630.v1","title":"(3854) Margaret McGill Holmes","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Mores; Census; Social research; Research council","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":[0.001404424,0.0004178836,0.0003915325,0.001017775,0.003560519,0.002691521,0.0008944187,0.002682596,0.2647249],"category_scores_gemma":[0.004519983,0.0003811159,0.0002208657,0.0006486585,0.001404571,0.002474442,0.002478903,0.003727891,0.1115658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580789,"about_ca_system_score_gemma":0.004455891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04421895,"about_ca_topic_score_gemma":0.1555974,"domain_scores_codex":[0.9991254,0.000161738,0.00003172663,0.0002186671,0.0003244243,0.000138067],"domain_scores_gemma":[0.9982526,0.0003304312,0.00009973825,0.00008748412,0.0005417963,0.0006879754],"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":[0.00001038836,0.000008910284,0.0001927986,0.00002638852,6.873089e-7,0.00005703737,0.0002119929,0.000004394183,0.00003610889,0.002969544,0.969225,0.02725662],"study_design_scores_gemma":[0.000002943379,0.000008903504,0.0006316397,0.00008395503,5.793298e-7,0.000101591,0.0003463844,0.000006297715,0.00001355913,0.0007494015,0.9980516,0.000003082073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001992126,0.01882773,0.000735123,0.2392286,0.02646704,0.0002297862,0.001078771,0.0002584243,0.7111824],"genre_scores_gemma":[0.004166127,0.003437225,0.0002456114,0.04361897,0.00172367,0.0001184665,0.00007422997,0.00007092692,0.9465446],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7352751,"threshold_uncertainty_score":0.8855929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05541860217424078,"score_gpt":0.3526744532466696,"score_spread":0.2972558510724288,"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."}}