{"id":"W4372337227","doi":"10.1113/jp284728","title":"In Memoriam: Ann Silver","year":2023,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Content (measure theory); Computer science; Information retrieval; Chemistry; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.000762809,0.00001981012,0.00008054831,0.0002133008,0.0001905687,0.00001156054,0.0001971974,0.00003052688,0.0005360042],"category_scores_gemma":[0.00009731643,0.00001655589,0.00003626076,0.0002802204,0.0002726813,0.00009202353,0.00001357309,0.0001218155,0.0001933171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292364,"about_ca_system_score_gemma":0.0002551345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05057639,"about_ca_topic_score_gemma":0.2137347,"domain_scores_codex":[0.999451,0.0002061654,0.0001043505,0.00002469634,0.00009260131,0.0001211986],"domain_scores_gemma":[0.9997013,0.0001132769,0.00007548861,0.00004903729,0.0000321835,0.00002873931],"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":[0.00007343027,0.00002804818,0.00005557665,0.00000676345,0.00002352695,0.00004266222,0.04786186,0.0002889996,0.03605424,0.008236952,0.9060233,0.00130466],"study_design_scores_gemma":[0.0001201877,0.0000257987,0.01778235,0.000004507873,0.000006199551,0.000002783195,0.002395167,0.000003657759,0.00001527513,0.01338808,0.9662278,0.00002824696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801583,0.0003482304,6.391634e-7,0.008172735,0.003218622,0.00003474722,0.000001420342,0.000006773933,0.008058578],"genre_scores_gemma":[0.9901078,0.0008050916,0.000003020252,0.0005063982,0.001356935,3.462767e-7,1.734353e-7,0.000003095062,0.007217106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1631583,"threshold_uncertainty_score":0.9557459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849070574337435,"score_gpt":0.2773204493925759,"score_spread":0.2588297436492015,"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."}}