{"id":"W7135801705","doi":"","title":"AASB Research Centre Working Paper No. 26-03: Service Performance Reporting - Insights from Domestic and International Experience","year":2025,"lang":"en","type":"report","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Society; Arts Council England; World Wildlife Fund; Earthwatch Institute","keywords":"Service (business); Performance measurement; Focus group; Best practice; Focus (optics); Data collection","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":[0.03191666,0.0002936342,0.0003042287,0.002396979,0.003022088,0.009277287,0.001095639,0.001637582,0.01621925],"category_scores_gemma":[0.05900826,0.0003209365,0.0002030363,0.01193293,0.002226064,0.005338626,0.00204438,0.00216267,0.005767788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008628068,"about_ca_system_score_gemma":0.02054782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1321532,"about_ca_topic_score_gemma":0.07186399,"domain_scores_codex":[0.9737687,0.01171162,0.001592566,0.001158681,0.0102311,0.001537412],"domain_scores_gemma":[0.9414739,0.02601804,0.004272241,0.003767445,0.01915484,0.005313489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009997302,0.000239891,0.01727977,0.0006246199,0.00001415403,0.0004524335,0.05311576,0.0006967461,0.0005929312,0.09275467,0.6714805,0.1626486],"study_design_scores_gemma":[0.000004912932,0.00003073811,0.01649663,0.0005211883,0.000004404201,0.00009394603,0.02491025,0.0002140882,0.0003580457,0.002102523,0.9552418,0.00002144179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09302684,0.01428479,0.006094331,0.120381,0.001906403,0.0003942257,0.008901167,0.0005745767,0.7544366],"genre_scores_gemma":[0.5731409,0.02882855,0.01661063,0.009574509,0.0009485736,0.0006473496,0.01035964,0.001041481,0.3588484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1321532,"threshold_uncertainty_score":0.2627679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2002246704363039,"score_gpt":0.3966175041403207,"score_spread":0.1963928337040168,"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."}}