{"id":"W4416596906","doi":"10.5256/f1000research.15663.d213048","title":"DataKey.txt – description of data fields; UKCTOCS TVC audit data biprobit format-0.csv; UKCTOCS TVC audit data biprobit format-0.dta; UKCTOCS TVC audit data do file.do.","year":2018,"lang":"en","type":"dataset","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Audit; Data collection; Information technology audit; Audit plan; Data processing","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":[0.00218905,0.00243275,0.001597306,0.004783712,0.0009501138,0.004051522,0.003238436,0.002490035,0.2241081],"category_scores_gemma":[0.01832362,0.001208265,0.001547549,0.008284575,0.0006905994,0.003342548,0.00284723,0.002558335,0.2997866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002061219,"about_ca_system_score_gemma":0.00392052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0190233,"about_ca_topic_score_gemma":0.02939036,"domain_scores_codex":[0.9976506,0.0004103588,0.0004405287,0.0006627262,0.0004852902,0.0003506529],"domain_scores_gemma":[0.9903116,0.003097618,0.0009032677,0.002625028,0.002326191,0.0007363175],"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":[0.000032826,0.00000799672,0.0002470295,0.0004241242,0.00001096802,0.000005995302,0.00001133539,0.00006990596,0.0000347985,0.0002285401,0.9981381,0.0007884182],"study_design_scores_gemma":[0.0001727588,0.00001237672,0.001760528,0.0002863637,0.00001632463,0.00002291607,0.00006249365,0.0001520736,0.0002542041,0.001110026,0.9961234,0.00002657254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002870029,0.00002008769,0.00003864286,0.00005475471,0.00002258746,0.000009070626,0.9990094,0.0003202111,0.0004965994],"genre_scores_gemma":[0.0001921696,0.00003222558,0.0001631498,0.00004489911,0.00001056394,0.00007935341,0.9983884,0.000209712,0.0008794539],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2241081,"threshold_uncertainty_score":0.7497164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2615321368675522,"score_gpt":0.4260776370953733,"score_spread":0.1645455002278211,"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."}}