{"id":"W6929110770","doi":"10.48495/wm117t39r","title":"Seumas O'Sullivan miscellanea","year":2021,"lang":"en","type":"other","venue":"Digital Collections (East Carolina University)","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Reign; Front (military); George (robot); Front cover; Quarter (Canadian coin)","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"],"consensus_categories":[],"category_scores_codex":[0.000014993,0.0002583143,0.0002242028,0.000312324,0.0001758225,0.00009994914,0.000248107,0.0003628261,0.000447961],"category_scores_gemma":[0.00001516678,0.0003314001,0.000215062,0.0004765344,0.00008014901,0.000001915553,0.0002078172,0.000131613,0.00002886295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007389986,"about_ca_system_score_gemma":0.0002671425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007330324,"about_ca_topic_score_gemma":0.000829722,"domain_scores_codex":[0.9990736,0.00002376879,0.0001054201,0.0004610836,0.0001004883,0.0002356549],"domain_scores_gemma":[0.9992654,0.000003912614,0.0001038759,0.0004252816,0.00007843626,0.0001231176],"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":[0.00005338234,0.0002232658,0.0004758337,0.0001110374,0.0005952906,0.0001664589,0.00003337588,0.0001623134,0.00195927,0.0005335812,0.9952582,0.0004280543],"study_design_scores_gemma":[0.0003824021,0.0000869541,0.00001580422,0.00003672633,0.00004440047,0.00006271947,0.0001968895,0.00004246214,0.0001030271,0.00001201561,0.9986732,0.0003433944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001836265,0.0004014968,0.0003257525,0.00003002903,0.000307683,0.0001605824,0.0005941052,0.00005306637,0.996291],"genre_scores_gemma":[0.01621346,0.0002810692,0.0001772968,0.00002456706,0.0002699043,0.000001151393,0.001676207,0.0001882229,0.9811682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0151229,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005368405598244093,"score_gpt":0.1699609920381024,"score_spread":0.1645925864398583,"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."}}