{"id":"W4205120615","doi":"10.29173/iasl7792","title":"Digital Citizenship and Distance Education","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Curriculum; Citizenship education; Distance education; Pedagogy; Sociology; Political science; Library science; Computer science","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":[],"category_scores_codex":[0.00005314679,0.0001247589,0.0001191075,0.00004204111,0.00009865822,0.001557415,0.0004191024,0.00005025088,0.000022726],"category_scores_gemma":[0.00005029045,0.0001194724,0.00002366864,0.0003066738,0.00004860197,0.002759958,0.0002771802,0.0001057352,0.00002734461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008488149,"about_ca_system_score_gemma":0.0002522233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002187572,"about_ca_topic_score_gemma":0.000001040669,"domain_scores_codex":[0.999063,0.000004845696,0.0001387031,0.0004133214,0.0001747019,0.0002054087],"domain_scores_gemma":[0.9992117,0.00002408898,0.0000610256,0.0001204582,0.0004479757,0.000134721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001332133,0.0001202819,0.06855228,0.0002237071,0.00002422943,0.00001494338,0.05020367,1.196228e-7,0.0004180459,0.687638,0.01159428,0.1811971],"study_design_scores_gemma":[0.001028276,0.0003742902,0.2231434,0.0006877564,0.00002854541,0.000575848,0.07493278,0.006726648,0.01216105,0.5163534,0.1619514,0.002036597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992985,0.0006900071,0.008540576,0.006826105,0.0002717912,0.0001041693,0.00001843774,0.0002653443,0.08398505],"genre_scores_gemma":[0.9910041,0.00002664426,0.002868133,0.0009013462,0.00009326517,0.00001013739,0.000007749702,0.000005887956,0.005082732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791605,"threshold_uncertainty_score":0.9994791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141173836291873,"score_gpt":0.2198774834889224,"score_spread":0.2084657451260037,"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."}}