{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001778369,0.001444829,0.0009501558,0.003420293,0.004667171,0.009194324,0.002009834,0.00320962,0.4475898],"category_scores_gemma":[0.01324527,0.0007044983,0.000581518,0.002503965,0.001700501,0.006216401,0.007563313,0.003941979,0.3586853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002860488,"about_ca_system_score_gemma":0.005762719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00483019,"about_ca_topic_score_gemma":0.009407477,"domain_scores_codex":[0.9965132,0.000381495,0.0002005125,0.0005845599,0.001902103,0.0004181663],"domain_scores_gemma":[0.9931434,0.000890602,0.0003662188,0.0008382688,0.003409351,0.001352137],"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":[0.00001517503,0.00000929252,0.00005773487,0.0001331184,0.000001394993,0.00009940183,0.000182217,0.00001632463,0.0001145025,0.003420293,0.9467043,0.04924615],"study_design_scores_gemma":[4.352473e-7,0.000001861169,0.00002260794,0.00005526748,3.326461e-7,0.00004927391,0.00004312688,0.000002377187,0.00002008685,0.0002018262,0.9996013,0.000001493264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005970931,0.0224905,0.001338085,0.02411257,0.1347555,0.00008607161,0.0008205084,0.001160356,0.8146394],"genre_scores_gemma":[0.003302357,0.009027282,0.0004136849,0.006684312,0.01349659,0.00007714064,0.0004566781,0.0005653338,0.9659767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5524102,"threshold_uncertainty_score":0.7879461,"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."}}