{"id":"W2605802344","doi":"10.29173/slw6879","title":"Digital Identity: An opportunity for leadership","year":2014,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital identity; Identity (music); Reputation; Citizenship; Public relations; Digital literacy; Information literacy; The Internet; Identity management; Sociology; Internet privacy; Media literacy; Political science; Pedagogy; World Wide Web; Computer security; Authentication (law); Computer science; Social science; Politics","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":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0007347121,0.0001170743,0.0001362568,0.00009217305,0.0009225904,0.002819266,0.000630641,0.00008102383,0.0007432675],"category_scores_gemma":[0.00180732,0.0001157829,0.00007898202,0.0004064273,0.0004569034,0.03122059,0.00004791839,0.0001202999,0.0001286881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000203759,"about_ca_system_score_gemma":0.0008528135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005619663,"about_ca_topic_score_gemma":0.0004996381,"domain_scores_codex":[0.9985003,0.0001459156,0.0002149764,0.0003002282,0.000386743,0.0004517742],"domain_scores_gemma":[0.9986737,0.0002452879,0.00009363035,0.0002629604,0.00004591244,0.0006785506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003309843,0.00005468665,0.02495828,0.00001483506,0.000006904917,0.000001374202,0.001655185,0.000002323983,0.00003137207,0.9276181,0.01969134,0.02593249],"study_design_scores_gemma":[0.0002087298,0.0001246011,0.005780155,0.00001535468,0.000006207019,4.71724e-7,0.01075098,0.00006750492,0.0002063772,0.2852029,0.6973891,0.0002476439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07817855,0.0001125913,0.01426416,0.05947369,0.00174155,0.00100282,0.00008003445,0.00096051,0.8441861],"genre_scores_gemma":[0.9413401,0.000005239757,0.001708779,0.004267942,0.001243251,0.00002620641,0.0001102601,0.00001599728,0.05128218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8631616,"threshold_uncertainty_score":0.9982159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051611745240398,"score_gpt":0.3194673400687971,"score_spread":0.2143061655447573,"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."}}