{"id":"W7068942499","doi":"","title":"UNDOX 2019","year":2019,"lang":"en","type":"other","venue":"Goldsmiths (University of London)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Fusible alloy; Hyporeflexia; Pretext","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":["insufficient_payload"],"category_scores_codex":[0.00003769711,0.0001580831,0.0003113701,0.0002562908,0.000092138,0.00006148044,0.0004295771,0.0001308956,0.05879848],"category_scores_gemma":[0.000001381654,0.0001654112,0.000143197,0.00003921232,0.0001958657,0.0005284921,0.0001397809,0.0001065414,0.005752832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001440915,"about_ca_system_score_gemma":0.00005983771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004929575,"about_ca_topic_score_gemma":0.002287722,"domain_scores_codex":[0.9993943,0.0000156286,0.0001050337,0.0001456316,0.0001876515,0.0001517851],"domain_scores_gemma":[0.9992371,0.00002356982,0.0003216137,0.0003212708,0.00005084258,0.00004560077],"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":[0.00001111369,0.00001255848,0.00001850644,0.0001682152,0.00007608331,0.000001808984,0.004616824,7.785314e-7,2.382095e-7,0.1718752,0.8223199,0.0008988288],"study_design_scores_gemma":[0.0004511559,0.00004928361,0.00002926208,0.0001187575,0.00004019434,4.339767e-7,0.00670978,0.00002544559,0.000001197517,0.00009450009,0.9922817,0.0001982982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007023245,0.0005106406,0.00002419122,0.0003481061,0.0005766802,0.0001948871,0.0004165164,0.0001573444,0.9977014],"genre_scores_gemma":[0.0004036719,0.0002529403,0.0001268693,0.0002392267,0.0002343694,7.940247e-8,0.000110585,0.00008217881,0.9985501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1717807,"threshold_uncertainty_score":0.9950213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039229051700564,"score_gpt":0.1555248790292384,"score_spread":0.1451325885122328,"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."}}