{"id":"W6991847885","doi":"","title":"An International Comparison of Materiality Guidance for Governments, Public Services, and Charities","year":2002,"lang":"en","type":"article","venue":"","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Terminology; Harmonization; Public sector; Fiduciary; Qualitative research","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":[0.04301394,0.0003178422,0.0005442988,0.009697975,0.003754697,0.00729681,0.001224793,0.001635483,0.002972267],"category_scores_gemma":[0.1192471,0.0002873616,0.0007628592,0.01349536,0.006874786,0.005762041,0.007160435,0.003425695,0.0004541499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456178,"about_ca_system_score_gemma":0.02115022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01645393,"about_ca_topic_score_gemma":0.02343192,"domain_scores_codex":[0.932736,0.03219771,0.0057663,0.001382319,0.02297518,0.004942438],"domain_scores_gemma":[0.9021662,0.04154849,0.01109057,0.00564805,0.03627372,0.003272879],"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":[0.0006485329,0.0002797396,0.03094377,0.001344205,0.00007963808,0.0003725245,0.1070315,0.001998123,0.001268072,0.5877916,0.03087282,0.2373695],"study_design_scores_gemma":[0.0001239687,0.0008462283,0.1482394,0.003882382,0.0001435615,0.0007534855,0.1991598,0.0008233273,0.002222273,0.03951097,0.60406,0.0002344901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3200043,0.008814669,0.01600771,0.03251532,0.001475026,0.0006493895,0.0009291165,0.0003865454,0.6192179],"genre_scores_gemma":[0.9705287,0.003398536,0.01091656,0.003473694,0.0001362172,0.0005372303,0.001048227,0.0002110361,0.009749667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04301394,"threshold_uncertainty_score":0.2274822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06017801444351117,"score_gpt":0.3378753955896331,"score_spread":0.277697381146122,"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."}}