{"id":"W2045993495","doi":"10.1080/00048623.2008.10721326","title":"The Changing Face of Government Information: Providing Access in the Twenty-First Century Suhansini L Kumar (ed)","year":2008,"lang":"en","type":"article","venue":"Australian Academic & Research Libraries","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Face (sociological concept); Government (linguistics); Political science; Library science; Computer science; Media studies; Sociology; Social science; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763173,0.0002580615,0.0003556281,0.001238333,0.003598693,0.01626167,0.0007832607,0.006009757,0.01016482],"category_scores_gemma":[0.003093204,0.0002564584,0.0001903964,0.004063185,0.006055673,0.01316662,0.003124609,0.003874393,0.001612257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004178985,"about_ca_system_score_gemma":0.007355415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626255,"about_ca_topic_score_gemma":0.02897314,"domain_scores_codex":[0.9984547,0.0005143426,0.0001000013,0.000154242,0.0005048274,0.0002718949],"domain_scores_gemma":[0.9952453,0.002346051,0.0004605624,0.0001201333,0.000543081,0.001284884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003088245,0.00006690731,0.004726226,0.000888104,0.00001293754,0.0008871055,0.0394884,0.0003010547,0.0005013346,0.2737998,0.3392001,0.340097],"study_design_scores_gemma":[0.000002511433,0.00001913331,0.0039271,0.0007326632,0.000008120453,0.0009844198,0.02507397,0.0001495891,0.0001237117,0.0296411,0.9393128,0.00002485354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01756912,0.3194635,0.001604955,0.5532258,0.005720405,0.00001221445,0.0001116942,0.0001276742,0.1021646],"genre_scores_gemma":[0.2766366,0.5778347,0.002373405,0.04316964,0.01001222,0.00002377398,0.0001126277,0.00009673882,0.08974022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01626255,"threshold_uncertainty_score":0.03400475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09723088973172707,"score_gpt":0.3688619502198617,"score_spread":0.2716310604881346,"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."}}