{"id":"W4381470541","doi":"10.1242/dmm.050325","title":"Jeffrey W. Pollard: a tribute","year":2023,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Society of Biology; Wellcome Trust; Albert Einstein College of Medicine, Yeshiva University; King's College London; Albert Einstein Cancer Center","keywords":"Honour; Tribute; Medal; Classics; Sociology; Medicine; Political science; Art history; History; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003626825,0.000226847,0.0002828573,0.0001571742,0.000235122,0.00002235789,0.0002722614,0.0001456027,0.0003484342],"category_scores_gemma":[0.00006077912,0.000201125,0.0001934552,0.0003396958,0.00005093021,0.0001628004,0.0001327155,0.0001354746,0.004820295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002708382,"about_ca_system_score_gemma":0.00009406844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002483725,"about_ca_topic_score_gemma":0.000002206554,"domain_scores_codex":[0.9983077,0.0002226416,0.0002557354,0.0005995726,0.00008049809,0.0005338628],"domain_scores_gemma":[0.9990208,0.00004001055,0.00007563705,0.0006802593,0.00009094962,0.00009233495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005390209,0.0003759322,0.0004541652,0.0002610976,0.0007183978,0.000329141,0.002006414,0.002160863,0.4553698,0.4782718,0.05102408,0.008489274],"study_design_scores_gemma":[0.003519316,0.0002381932,0.004514953,0.0002965268,0.0003179288,0.0000510284,0.0005625294,0.001105881,0.08510493,0.8802547,0.02284296,0.001191015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5279024,0.07001668,0.3421148,0.009402996,0.01757419,0.005665699,0.004078555,0.006756135,0.01648846],"genre_scores_gemma":[0.9821009,0.00008434165,0.00007790478,0.000160205,0.0000618199,0.0001548526,0.0005132132,0.00003850098,0.01680824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4541985,"threshold_uncertainty_score":0.9959546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787163983647585,"score_gpt":0.2427561584241125,"score_spread":0.2148845185876367,"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."}}