{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01537526,0.0001769603,0.0002332352,0.002836132,0.003377611,0.005115767,0.0007320145,0.0009542329,0.01155029],"category_scores_gemma":[0.03342217,0.000477207,0.000232464,0.004793284,0.001492655,0.00435709,0.003124553,0.001330925,0.002972406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006394119,"about_ca_system_score_gemma":0.01812036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1359182,"about_ca_topic_score_gemma":0.1144804,"domain_scores_codex":[0.9882838,0.004885848,0.0006678846,0.0006875685,0.00445493,0.001019965],"domain_scores_gemma":[0.9590978,0.01745689,0.004083211,0.002517661,0.01238453,0.004459951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003049358,0.001331364,0.3023988,0.002042621,0.00005364412,0.001671456,0.3044164,0.0005336899,0.001960785,0.03388635,0.1496146,0.2017853],"study_design_scores_gemma":[0.00002014634,0.00036225,0.3717496,0.001366211,0.0000296127,0.001002184,0.2429661,0.0007453444,0.0009316076,0.002569326,0.3782025,0.00005513634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.794596,0.001898349,0.003322904,0.02614153,0.0002406564,0.002115313,0.01171969,0.0001233512,0.1598422],"genre_scores_gemma":[0.916509,0.00358896,0.005381238,0.003909986,0.000113535,0.002359214,0.004205863,0.000102481,0.06382964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359182,"threshold_uncertainty_score":0.2702543,"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."}}