{"id":"W4390971272","doi":"10.1371/journal.ppat.1011905","title":"Hidden viral proteins: How powerful are they?","year":2024,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Chinese Academy of Agricultural Sciences; National Natural Science Foundation of China","keywords":"Computational biology; Virology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005144168,0.0008099669,0.001335533,0.0006632339,0.0009164176,0.004808643,0.001152619,0.00305699,0.00444558],"category_scores_gemma":[0.01051449,0.0005398173,0.0006176173,0.0005572102,0.004556384,0.0144777,0.002104321,0.003363163,0.001297251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000939179,"about_ca_system_score_gemma":0.0009599901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004602046,"about_ca_topic_score_gemma":0.0005549015,"domain_scores_codex":[0.9981914,0.0006097013,0.00009119318,0.0003032649,0.0004652673,0.0003392125],"domain_scores_gemma":[0.992675,0.003984378,0.0009189229,0.001020766,0.0006697543,0.0007311997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002998573,0.0006388634,0.06314497,0.004585533,0.001219828,0.002887325,0.003529769,0.004076646,0.3091026,0.1883751,0.01406826,0.4053726],"study_design_scores_gemma":[0.000554121,0.003086318,0.07386871,0.004130387,0.001702215,0.01188033,0.01484974,0.0156105,0.165551,0.4538473,0.2544695,0.0004498249],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5511995,0.3191452,0.03597773,0.06176883,0.00411826,0.0001189341,0.0005582707,0.0002438757,0.0268694],"genre_scores_gemma":[0.9193026,0.06396461,0.006661626,0.003920665,0.001647303,0.00006378494,0.0002876446,0.00007028546,0.004081415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005144168,"threshold_uncertainty_score":0.02720529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04405073293847825,"score_gpt":0.2462210303342039,"score_spread":0.2021702973957257,"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."}}