{"id":"W7117758660","doi":"10.3390/v18010056","title":"A Tribute to Professor Andrew Otis Jackson","year":2025,"lang":"en","type":"article","venue":"Viruses","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Natural Science Foundation of China","keywords":"Tribute; Sadness","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000224518,0.00009048677,0.0001302942,0.00009161602,0.0002946774,0.0003247038,0.0001908887,0.00005180538,0.0006779208],"category_scores_gemma":[0.000221052,0.00007696416,0.00003604795,0.00007457301,0.00004463275,0.0003230875,0.00007162146,0.0001831192,0.0002269522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002072663,"about_ca_system_score_gemma":0.00004279431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004168408,"about_ca_topic_score_gemma":0.0004409248,"domain_scores_codex":[0.9993213,0.00003621615,0.0001644686,0.0001616995,0.000104091,0.0002122043],"domain_scores_gemma":[0.9996232,0.0001068694,0.00003358777,0.0001253549,0.00006221347,0.00004872081],"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":[0.0000158226,0.00001867786,0.0006736628,0.00003084898,0.00001628138,0.000001574459,0.005807652,6.235254e-7,0.0001691016,0.1740829,0.8122142,0.00696867],"study_design_scores_gemma":[0.0001480759,0.00002189446,0.0002063607,0.0001325768,0.00001318597,3.354143e-7,0.001904103,0.000004316465,0.0009098766,0.002525923,0.9940351,0.00009820787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5180984,0.002352965,0.0001916337,0.07200906,0.003279076,0.0006170563,0.000324596,0.0007829458,0.4023442],"genre_scores_gemma":[0.7467664,0.00004381187,0.0001260826,0.0249615,0.001793927,0.00006692861,0.00001535458,0.00002162013,0.2262044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.228668,"threshold_uncertainty_score":0.7422758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913267703139523,"score_gpt":0.3027065881426904,"score_spread":0.2535739111112951,"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."}}