{"id":"W7112625580","doi":"","title":"AASB Research Report: Connectivity of Non-Financial Information and Financial Information - A NFP Private Sector Study","year":2025,"lang":"en","type":"report","venue":"UWA Profiles and Research Repository (UWA)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credibility; Stakeholder; Relevance (law); Key (lock); Private sector; Focus (optics); Stakeholder engagement; Service (business)","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03041785,0.0008880303,0.001830331,0.00493105,0.002553366,0.001223165,0.0009108379,0.001567049,0.00002323544],"category_scores_gemma":[0.01800351,0.0008073307,0.0002830458,0.003183194,0.001696135,0.003430865,0.002570424,0.004981517,0.00007087148],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167615,"about_ca_system_score_gemma":0.01525765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008492436,"about_ca_topic_score_gemma":0.00005025357,"domain_scores_codex":[0.9815844,0.002655658,0.003469619,0.001293473,0.009142137,0.001854767],"domain_scores_gemma":[0.9817393,0.001298695,0.002105525,0.001950255,0.01232732,0.0005788404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01298859,0.006366446,0.2172479,0.07078325,0.002515873,0.005046875,0.04398064,0.0000624332,0.05091686,0.002850413,0.4680873,0.1191535],"study_design_scores_gemma":[0.00484765,0.004733892,0.5424129,0.004637958,0.0003256644,0.001438352,0.004454166,0.0006291384,0.08410709,0.0007003389,0.3499162,0.001796633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504901,0.0009164675,0.00007109325,0.00009481538,0.001581791,0.01023501,0.0008350615,0.0001820207,0.03559363],"genre_scores_gemma":[0.9868548,0.001098316,0.000302484,0.00001455914,0.001499871,0.002238755,0.001085472,0.0001275348,0.006778195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251651,"threshold_uncertainty_score":0.9998137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05666998365541358,"score_gpt":0.3826870084090265,"score_spread":0.3260170247536129,"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."}}