{"id":"W7042272300","doi":"","title":"Organizational dynamics and accounting change: an international comparison","year":2009,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Dynamics (music); Accounting information system; Management accounting; Work (physics); Context (archaeology)","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":[0.002046399,0.0001976257,0.0002206263,0.004188063,0.0006213694,0.002340891,0.0003121259,0.0004492281,0.006977685],"category_scores_gemma":[0.006182451,0.0001128317,0.0004185558,0.006198366,0.00124702,0.0021182,0.001291374,0.0006339171,0.0005755074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391528,"about_ca_system_score_gemma":0.0006233414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007704078,"about_ca_topic_score_gemma":0.008885954,"domain_scores_codex":[0.9988015,0.0004730652,0.00009764087,0.0001220417,0.0002501555,0.0002556141],"domain_scores_gemma":[0.9948289,0.002155228,0.001027002,0.0003423305,0.001135444,0.0005111715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003740868,0.0004947526,0.6927809,0.000515461,0.0003728516,0.0005662506,0.01740716,0.0007660355,0.00161371,0.02675341,0.005259999,0.2497288],"study_design_scores_gemma":[0.00002327578,0.0001946859,0.9737421,0.0001484128,0.00006854188,0.000280929,0.009947832,0.0001133141,0.0002460607,0.001215738,0.01400412,0.00001490456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102655,0.01115094,0.0004359118,0.001623387,0.000174301,0.00002883536,0.0005260576,0.00001134155,0.0757838],"genre_scores_gemma":[0.9958468,0.00196063,0.00008915379,0.000067537,0.00004128057,0.000008094967,0.0002604438,0.000008358239,0.00171773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007704078,"threshold_uncertainty_score":0.02334267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381685993422248,"score_gpt":0.2722478212692269,"score_spread":0.2484309613350044,"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."}}