{"id":"W4241447681","doi":"10.1002/nml.65","title":"Social accounting","year":2004,"lang":"en","type":"article","venue":"Nonprofit Management and Leadership","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Saddle; Quarter (Canadian coin); Accounting; Sociology; Political science; Management; Economics; History; Archaeology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004002868,0.0002755082,0.0001993715,0.0003768325,0.0006299563,0.0006633181,0.0003020522,0.00008641231,0.0001649923],"category_scores_gemma":[0.00002740006,0.0002764328,0.00006902252,0.0007216308,0.0001061311,0.001194877,0.000320846,0.0001699075,0.0009489117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005245814,"about_ca_system_score_gemma":0.000007128444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009825747,"about_ca_topic_score_gemma":0.00002096719,"domain_scores_codex":[0.9982832,0.000005564026,0.0002765286,0.0004743313,0.0004394189,0.0005209766],"domain_scores_gemma":[0.9995361,0.00001243491,0.0001698363,0.0001763378,0.00009026469,0.00001503115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003939134,0.0001096281,0.04377693,0.001097849,0.0001235118,0.0000436725,0.000238962,0.00009337749,0.00003313927,0.9301589,0.01435619,0.009928414],"study_design_scores_gemma":[0.006203536,0.00003051135,0.4372559,0.000317883,0.0006414791,0.000008766392,0.01316139,0.0005242055,0.00008531441,0.1039379,0.4356918,0.002141263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4194116,0.0009444259,0.009211754,0.05719338,0.001419757,0.002039722,0.000002439189,0.002201819,0.5075751],"genre_scores_gemma":[0.9838579,0.000008575153,0.0006475374,0.010197,0.00212325,0.00003055119,0.00003328875,0.00005508131,0.003046781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.826221,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06928326758023226,"score_gpt":0.2324745313037454,"score_spread":0.1631912637235132,"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."}}