{"id":"W4244351851","doi":"10.1111/1911-3838.12189","title":"A New Direction: Editors’ Reflections on <i>Accounting Perspectives</i> in 2018","year":2018,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Accounting; Information retrieval; Library science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009340128,0.0005631531,0.0004501926,0.001454821,0.001047019,0.001210402,0.0006348991,0.0002554379,0.00169149],"category_scores_gemma":[0.001243836,0.000588546,0.00023078,0.003002886,0.0003058754,0.003111958,0.0002206047,0.0007120215,0.00219887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006949639,"about_ca_system_score_gemma":0.0002412308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004973077,"about_ca_topic_score_gemma":0.00162553,"domain_scores_codex":[0.9964113,0.00003398453,0.0005839283,0.001261207,0.000793262,0.000916279],"domain_scores_gemma":[0.9976022,0.0001543426,0.0005166907,0.000672385,0.001003644,0.00005075333],"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":[0.0003255566,0.001019137,0.06308305,0.0001051281,0.0001872108,0.00001714824,0.02566664,0.00007268845,0.002440561,0.0962773,0.8038019,0.007003687],"study_design_scores_gemma":[0.001762888,0.0001070997,0.1175776,0.000354204,0.0001167126,0.00001966085,0.1435888,0.0004185213,0.0002176678,0.005227793,0.7290357,0.001573324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3616993,0.0005975206,0.0008501686,0.0139721,0.0178848,0.00092498,0.000005666267,0.001775681,0.6022897],"genre_scores_gemma":[0.9236587,0.00002307989,0.0007795616,0.002837251,0.0693365,0.00005706715,0.00001182444,0.000125326,0.003170744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.599119,"threshold_uncertainty_score":0.9998264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777244915486569,"score_gpt":0.2994520288522214,"score_spread":0.2716795796973557,"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."}}