{"id":"W2968825767","doi":"","title":"Have we forgotten what accountability means","year":2018,"lang":"en","type":"article","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; British Academy of Management; Nottingham Trent University","keywords":"Accountability; Business; Computer science; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003089082,0.0008195319,0.0008693872,0.001106913,0.005069226,0.001806897,0.002225715,0.0004601001,0.0007814546],"category_scores_gemma":[0.000779918,0.0007406248,0.0007881846,0.001504393,0.001693187,0.004845707,0.0007643345,0.0007719265,0.0005121166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020366,"about_ca_system_score_gemma":0.001959316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003567144,"about_ca_topic_score_gemma":0.0002555707,"domain_scores_codex":[0.988713,0.0009519619,0.001956416,0.002198495,0.005122491,0.001057682],"domain_scores_gemma":[0.9920366,0.001212376,0.001494598,0.001986631,0.002591044,0.0006787726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003014432,0.005377627,0.6237579,0.0002708168,0.001383339,0.001665467,0.029686,0.008699869,0.03057455,0.02923479,0.04264139,0.2236938],"study_design_scores_gemma":[0.00375522,0.0008930399,0.06528975,0.0007294772,0.0003767928,0.0005095568,0.01816879,0.02277264,0.03002514,0.0009099254,0.854777,0.001792663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7695047,0.0004198233,0.005472341,0.002492872,0.01043962,0.0008995463,0.00003634471,0.0005502012,0.2101845],"genre_scores_gemma":[0.9559206,0.0001000078,0.002053827,0.0003193835,0.001946996,0.0000161799,0.000047346,0.00004038693,0.03955524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8121356,"threshold_uncertainty_score":0.9995045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08860124463589068,"score_gpt":0.3755069439778014,"score_spread":0.2869056993419107,"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."}}