{"id":"W7021435292","doi":"","title":"Kilala Lelum","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Medical prescription; Health care; Medical care; MEDLINE","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":[0.0002291075,0.0003439526,0.000496737,0.0001152493,0.00009717565,0.00004250216,0.000425043,0.0002966066,0.9115415],"category_scores_gemma":[0.000412277,0.000360619,0.0002358322,0.00001115824,0.00009971921,1.107028e-7,0.0001550424,0.0003785475,0.01528956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007593464,"about_ca_system_score_gemma":0.00004794651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027378,"about_ca_topic_score_gemma":0.001906152,"domain_scores_codex":[0.9979928,0.0001315981,0.0007406829,0.0002073078,0.0006242761,0.0003033623],"domain_scores_gemma":[0.9982567,0.0002303329,0.0007339257,0.0005709094,0.00009536494,0.0001127453],"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":[0.00002406929,0.0001042796,8.440314e-7,0.000431268,0.00009102617,0.000008830125,0.00009032041,0.00002697971,4.505111e-7,0.001708418,0.9970127,0.000500757],"study_design_scores_gemma":[0.0003982306,0.00009334454,0.000001231024,0.00009068876,0.000110702,0.00002322603,0.0001090924,0.00002314405,0.00000746171,0.0004215107,0.9983807,0.0003406416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001650827,0.00009036526,0.000003214215,0.0001302379,0.0004207168,0.0005666054,0.0003865351,0.0003479419,0.9980379],"genre_scores_gemma":[0.0001153268,0.00004054681,0.004293961,0.0001199238,0.0002597654,0.00004673553,0.0004173481,0.0002483251,0.9944581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8962519,"threshold_uncertainty_score":0.9998846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555000394525468,"score_gpt":0.2314691376877756,"score_spread":0.2159191337425209,"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."}}