{"id":"W2936689346","doi":"10.1109/mias.2019.2897413","title":"Standards: Linking Past, Present, and Future [Standards News]","year":2019,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Engineering; Generally Accepted Auditing Standards; Computer science; Business; Accounting; Accounting information system","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":[0.01360023,0.0007990928,0.0005633181,0.00442759,0.00257282,0.01336641,0.001733054,0.008340711,0.01503924],"category_scores_gemma":[0.03934153,0.0007394655,0.0007956719,0.007243399,0.003282869,0.01620804,0.002882876,0.01152696,0.01437154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003476119,"about_ca_system_score_gemma":0.01108682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492001,"about_ca_topic_score_gemma":0.02023307,"domain_scores_codex":[0.9822015,0.002712408,0.001642089,0.0006589809,0.01171851,0.001066524],"domain_scores_gemma":[0.961208,0.01037969,0.002407911,0.001573167,0.02187907,0.002552178],"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":[0.00002109533,0.00002264023,0.0003185088,0.0002216518,0.000009004071,0.00006818362,0.0003176243,0.00008377049,0.0004468388,0.02859703,0.8810501,0.08884355],"study_design_scores_gemma":[0.000002629231,0.00001083736,0.0003520472,0.0002872484,0.000006323513,0.00005449221,0.0002336485,0.00007603962,0.0002247902,0.005195426,0.9935424,0.00001400253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002183211,0.05362349,0.01576307,0.6545469,0.1080546,0.0001834792,0.001686269,0.002093582,0.1618654],"genre_scores_gemma":[0.04481543,0.1794634,0.06068883,0.3694228,0.07084737,0.0004660691,0.01061396,0.003202911,0.2604793],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01503924,"threshold_uncertainty_score":0.07192576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03871435939714452,"score_gpt":0.381845354415056,"score_spread":0.3431309950179115,"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."}}