{"id":"W7023873349","doi":"","title":"Positive Accounting Information for Sustainable Development Decision-making Using Sustainability Financial Monetising Accounting System: An Empirical Study","year":2014,"lang":"en","type":"other","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting information system; Sustainability; Social accounting; Sustainable development; Management accounting; Sustainability reporting; Environmental accounting; Financial accounting; Accounting management; Audit","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002644658,0.0005085673,0.0006458836,0.001022548,0.0009332516,0.001595304,0.001190608,0.0003996804,0.000008756566],"category_scores_gemma":[0.001134578,0.0005001567,0.0001059795,0.0007392775,0.00003354726,0.001890333,0.0008881381,0.000265867,0.000006100041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219493,"about_ca_system_score_gemma":0.001122197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003283597,"about_ca_topic_score_gemma":0.00003929218,"domain_scores_codex":[0.9965078,0.0002091284,0.001020958,0.0008080417,0.0006406276,0.0008134586],"domain_scores_gemma":[0.9963375,0.0003655584,0.0009770703,0.0007735237,0.001449864,0.00009643718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003484153,0.001945889,0.02265606,0.007940854,0.0004551687,0.0001681694,0.0320995,0.1491853,0.000003046628,0.03505505,0.1214753,0.6286672],"study_design_scores_gemma":[0.0006751286,0.0002134374,0.001746434,0.001061642,0.00004399907,0.00001826793,0.00398053,0.9738714,0.00001592363,0.0009846052,0.0162468,0.001141877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003684355,0.0000301597,0.9793952,0.00001270842,0.0002390662,0.002576472,0.000001783804,0.001798759,0.01226151],"genre_scores_gemma":[0.2696323,4.919376e-7,0.7278351,0.0001654712,0.0002747983,0.0001016873,0.0000208429,0.0001399485,0.001829296],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8246861,"threshold_uncertainty_score":0.999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123351556419764,"score_gpt":0.3073172164485308,"score_spread":0.2960837008843332,"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."}}