{"id":"W1506188346","doi":"10.1111/deci.12055","title":"Accounting Performance and Capacity Investment Decisions: Evidence from California Hospitals","year":2014,"lang":"en","type":"article","venue":"Decision Sciences","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Investment (military); Capacity utilization; Accounting information system; Business; Investment decisions; Empirical evidence; Accounting; Throughput accounting; Reputation; Management accounting; Economics; Financial accounting; Finance; Microeconomics","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":[0.003734693,0.000216928,0.0002715204,0.001982186,0.0007542001,0.001804874,0.0008298806,0.0005858483,0.003267426],"category_scores_gemma":[0.02968409,0.0003577438,0.0002845264,0.00400446,0.0008166187,0.000772104,0.000920133,0.001213001,0.0002506954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002834494,"about_ca_system_score_gemma":0.00238151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1053883,"about_ca_topic_score_gemma":0.1109655,"domain_scores_codex":[0.9969022,0.0009845247,0.000271376,0.0004115689,0.001006423,0.0004238492],"domain_scores_gemma":[0.9058444,0.03852158,0.03896365,0.003024075,0.009311187,0.004335033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002218244,0.0002745589,0.9847776,0.00007817856,0.0001163638,0.00008903377,0.0004574097,0.000793499,0.00005126176,0.0003779108,0.003515457,0.009246938],"study_design_scores_gemma":[0.00003439849,0.000122262,0.9956098,0.00009123341,0.00005542004,0.00006160828,0.001244278,0.0006490203,0.0001061296,0.0001631362,0.00184253,0.0000202563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932731,0.001148352,0.00008425128,0.0009834744,0.00001029848,0.0000134371,0.0007770906,0.00000547893,0.003704468],"genre_scores_gemma":[0.9980291,0.0007384052,0.00007872217,0.0001357033,0.00002883155,0.000005485103,0.0006759061,0.000002085189,0.0003058185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053883,"threshold_uncertainty_score":0.2095497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256643950714882,"score_gpt":0.3368523449916159,"score_spread":0.2111879499201277,"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."}}