{"id":"W7001297881","doi":"","title":"Insight: US Attorney / Cuts to Higher Ed / Cellist Joseph Johnson / Sound Advice: Classical","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Symphony; Principal (computer security); Concerto; Cello; Sound (geography); Medal; Revenue; Presidency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004198092,0.0003746694,0.0004665091,0.0001791844,0.0003235046,0.0001179356,0.0004850717,0.0005278599,0.80484],"category_scores_gemma":[0.000291928,0.0003688164,0.0001477018,0.0000485282,0.0003731114,8.08314e-7,0.00009729471,0.0003133205,0.01292631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443565,"about_ca_system_score_gemma":0.0001185978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05039115,"about_ca_topic_score_gemma":0.08305281,"domain_scores_codex":[0.997649,0.0001826491,0.0007083759,0.0003002412,0.0007025866,0.0004571096],"domain_scores_gemma":[0.998167,0.0001243018,0.0006139009,0.0003878597,0.0004599527,0.000247022],"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":[0.00003242529,0.00009252466,0.00002753133,0.0001353803,0.00006518009,0.00000484241,0.007150946,0.000003821022,1.197386e-7,0.001421502,0.9902632,0.0008025412],"study_design_scores_gemma":[0.0002686227,0.00007206431,0.0001655814,0.0001365825,0.00004583768,0.000002736759,0.00164161,3.218783e-7,0.00000174636,0.00002182686,0.9972193,0.0004237878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000757181,0.0006095734,6.618593e-7,0.001060616,0.001750799,0.0005665831,0.00007128361,0.0003396138,0.9955252],"genre_scores_gemma":[0.001354177,0.0004553373,0.0008923654,0.001645813,0.00119657,0.0000404163,0.0001185991,0.0001099248,0.9941868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7919137,"threshold_uncertainty_score":0.9998764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379916759038101,"score_gpt":0.2494570370566518,"score_spread":0.2356578694662708,"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."}}