{"id":"W2892745122","doi":"10.1016/j.jeca.2018.e00106","title":"Management accounting innovations in a time of economic crisis","year":2018,"lang":"en","type":"article","venue":"The Journal of Economic Asymmetries","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Management accounting; Accounting; Economics; Crisis management; Business management; Business; Management; Business administration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259095,0.0001095506,0.000188305,0.0008958205,0.002350753,0.004779104,0.000477179,0.003129183,0.003499032],"category_scores_gemma":[0.008451827,0.0001336436,0.0001343114,0.001216329,0.001626885,0.002463171,0.001957366,0.00298642,0.0004213276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002927471,"about_ca_system_score_gemma":0.002139631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008516906,"about_ca_topic_score_gemma":0.01501591,"domain_scores_codex":[0.9992773,0.0001507959,0.0000509588,0.00004420328,0.0001473298,0.0003294162],"domain_scores_gemma":[0.9965809,0.0007383128,0.001116636,0.0001148983,0.00060299,0.0008461913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003152489,0.001244297,0.4118246,0.0002304959,0.0001173127,0.03777656,0.1479704,0.003369774,0.00569888,0.198231,0.06618818,0.124196],"study_design_scores_gemma":[0.00008310676,0.0002241915,0.6688608,0.0001679804,0.00004488852,0.003114653,0.1644582,0.003905018,0.001193392,0.02961822,0.1282178,0.0001117735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561366,0.0003130145,0.0001218709,0.02958775,0.000247417,0.000008227305,0.00009439666,0.00001409656,0.0134767],"genre_scores_gemma":[0.9976146,0.0001115433,0.00004231713,0.0005255981,0.00008145063,0.000003069737,0.00002800665,0.000005517918,0.001587878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008516906,"threshold_uncertainty_score":0.02124035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009999114669308053,"score_gpt":0.2206589908118781,"score_spread":0.21065987614257,"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."}}