{"id":"W4391503253","doi":"10.1016/j.cpa.2024.102719","title":"Accounting artifacts and the reformation of a national healthcare system","year":2024,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"University of Calgary; World Bank Group","keywords":"Health care; Accounting; Healthcare system; Political science; Business; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01446589,0.0002420098,0.0002233682,0.001931153,0.006323322,0.01069504,0.0008940814,0.001176757,0.00191547],"category_scores_gemma":[0.02428108,0.0003395749,0.0002198959,0.003447658,0.02864064,0.007630491,0.005703949,0.001738132,0.0001986528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01225031,"about_ca_system_score_gemma":0.01010499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116215,"about_ca_topic_score_gemma":0.01345468,"domain_scores_codex":[0.9839038,0.0123371,0.0007506564,0.0006631144,0.001719191,0.0006261499],"domain_scores_gemma":[0.9820793,0.00836053,0.003713009,0.004071103,0.00130276,0.0004733316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002890479,0.00001825008,0.005684414,0.00006418076,0.00001043108,0.0003056099,0.04414838,0.001348092,0.0002543366,0.9219865,0.001320205,0.02483066],"study_design_scores_gemma":[0.00003407082,0.000123613,0.02251935,0.0008810277,0.00003621003,0.0007627281,0.08248948,0.004448803,0.002273008,0.4091986,0.4771313,0.0001019233],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6458991,0.006611278,0.04663516,0.06569225,0.0005542322,0.0001903711,0.0001945551,0.0001696542,0.2340534],"genre_scores_gemma":[0.9898863,0.0006767918,0.006923517,0.0003186238,0.00003191275,0.00001987854,0.00003071614,0.00001732079,0.002095055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01446589,"threshold_uncertainty_score":0.08888257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306715192184818,"score_gpt":0.2635578786550507,"score_spread":0.2504907267332025,"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."}}