{"id":"W2128733735","doi":"10.15353/joci.v8i2.3047","title":"Trustworthy Records and Open Data","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open government; Government (linguistics); Open data; Enthusiasm; Trustworthiness; Computer science; Key (lock); Data science; Value (mathematics); Business; Public relations; Computer security; World Wide Web; Political science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001551438,0.0000524937,0.0001020426,0.0000362325,0.0004414626,0.0002809016,0.001482712,0.000003752959,0.00009274168],"category_scores_gemma":[0.00002993315,0.00002913805,0.00001557798,0.00001436385,0.0001696708,0.002993068,0.001366917,0.0002783148,0.00002309879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000536064,"about_ca_system_score_gemma":0.00001239188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006323883,"about_ca_topic_score_gemma":0.00003978075,"domain_scores_codex":[0.9993736,0.0001068811,0.0003017648,0.000003199192,0.0001242202,0.00009029769],"domain_scores_gemma":[0.9990573,0.0002734207,0.0002542658,0.0003233317,0.00004028423,0.00005142994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006648327,0.000256922,0.0001345107,0.00006958043,0.0001721135,1.246043e-7,0.4343445,0.000009382941,1.195563e-7,0.3828753,0.08373644,0.09833456],"study_design_scores_gemma":[0.000222128,0.000133549,0.004060708,0.00003647069,0.00006265008,0.00004931057,0.1099775,0.00006371537,7.798162e-7,0.02597786,0.8593532,0.0000621154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.36362,0.00004279857,0.00009952037,0.0006905282,0.0001988081,0.00006843836,0.00004907552,0.00000402434,0.6352268],"genre_scores_gemma":[0.9978025,0.0001178125,0.0001705066,0.0009692763,0.0001663468,2.847192e-7,0.00002503532,0.000003080188,0.0007451468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7756168,"threshold_uncertainty_score":0.3395418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621220009993434,"score_gpt":0.2891926638970974,"score_spread":0.127070662897754,"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."}}