{"id":"W7135657102","doi":"","title":"Accounting at the margins? A structured literature review of nonprofit accounting research and future opportunities","year":2021,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Management accounting; Accounting information system; Process (computing); Work (physics); Audit; Systematic review","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0109035,0.0006366085,0.001441071,0.02145655,0.001132337,0.005747731,0.0008261427,0.001561954,0.003804749],"category_scores_gemma":[0.03330902,0.0005477387,0.001267293,0.02320873,0.001968856,0.007421043,0.001716339,0.001605186,0.0005039417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005189423,"about_ca_system_score_gemma":0.02051694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009454277,"about_ca_topic_score_gemma":0.03748705,"domain_scores_codex":[0.9932775,0.003251658,0.001394099,0.0004247627,0.001286257,0.0003656721],"domain_scores_gemma":[0.9487429,0.03878545,0.004594863,0.0004779214,0.006719841,0.0006790146],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001758218,0.0001307384,0.004677959,0.2054441,0.0006289304,0.0003146481,0.003502012,0.0005593761,0.0006708139,0.02910083,0.05119039,0.7036043],"study_design_scores_gemma":[0.00002934443,0.0001643487,0.01871995,0.538909,0.001221476,0.0005413461,0.01401797,0.0004648364,0.000375663,0.0143518,0.4111274,0.00007688948],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001055181,0.9930109,0.0001539803,0.004029902,0.0002142481,0.00002638247,0.00009712786,0.000003555182,0.001408653],"genre_scores_gemma":[0.01454186,0.9827508,0.0005719343,0.001388706,0.000291661,0.00003932493,0.0001232317,0.000003626586,0.0002886725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890965,"threshold_uncertainty_score":0.05766386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302939676438214,"score_gpt":0.3415433797055331,"score_spread":0.288513982941151,"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."}}