{"id":"W3115347874","doi":"10.37119/ojs2020.v26i1.467","title":"Digital Citizenship in Ontario Education: A Concept Analysis","year":2020,"lang":"en","type":"article","venue":"in education","topic":"Social Media and Politics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Citizenship; Conceptualization; Good citizenship; Construct (python library); Democracy; Citizenship education; Sociology; Political science; Public relations; Law; Computer science; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006097623,0.0002851515,0.0002882528,0.007773133,0.008895189,0.007250151,0.0008635988,0.0005990798,0.002803901],"category_scores_gemma":[0.007596378,0.0002124736,0.0004064979,0.012429,0.01075104,0.002966575,0.004115552,0.0009647235,0.0001037617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0852493,"about_ca_system_score_gemma":0.08459986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7574331,"about_ca_topic_score_gemma":0.789893,"domain_scores_codex":[0.997076,0.0008811125,0.0001816978,0.0002232229,0.001065275,0.0005726164],"domain_scores_gemma":[0.9934668,0.002884408,0.0006905765,0.0001930492,0.00209362,0.0006715733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005176924,0.00008302157,0.07216386,0.0002798637,0.00001215416,0.0004698559,0.8347142,0.0002130785,0.0005276005,0.04787955,0.002402475,0.0412025],"study_design_scores_gemma":[0.000009988435,0.0000317982,0.06809045,0.0002349993,0.0000140933,0.00008265984,0.8879059,0.0005970934,0.0001995353,0.003708449,0.03910299,0.00002202595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485942,0.0007422494,0.002286203,0.002380809,0.00003657135,0.0009264002,0.000493133,0.00001021435,0.04453021],"genre_scores_gemma":[0.9910259,0.0006340577,0.003424142,0.00009223308,0.000006741738,0.0004499209,0.00020074,0.000005228275,0.004161128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425669,"threshold_uncertainty_score":0.6185298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04002416019211067,"score_gpt":0.3422204465805099,"score_spread":0.3021962863883992,"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."}}