{"id":"W4401638469","doi":"10.54337/nlc.v12.8630","title":"Building digital literacy through exploration and curation of emerging technologies","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Networked Learning","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Digital curation; Literacy; Data curation; Emerging technologies; Digital literacy; World Wide Web; Computer science; Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002644041,0.0001057037,0.0001065611,0.0001393488,0.00009480042,0.0006412853,0.0006482283,0.00003979246,0.000004068894],"category_scores_gemma":[0.0002479382,0.00008097191,0.00004741663,0.0003422733,0.00008140419,0.002095231,0.0004819954,0.0002753744,0.000002854026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003045502,"about_ca_system_score_gemma":0.00001813652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002954447,"about_ca_topic_score_gemma":2.340446e-7,"domain_scores_codex":[0.9990686,0.000007853061,0.0002415178,0.0002634743,0.000304005,0.0001145816],"domain_scores_gemma":[0.9993544,0.00007722487,0.0001992066,0.00007206789,0.0002863623,0.00001071138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007908388,0.0000121362,0.000569022,0.00005976468,0.00003267631,3.319067e-7,0.002022035,0.001588917,0.002119854,0.7961888,0.0001425812,0.197256],"study_design_scores_gemma":[0.0001004819,0.0000999428,0.00007988,0.001389761,0.000009112896,0.000004413184,0.001448476,0.8885009,0.004977024,0.09448665,0.008774934,0.0001283871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3124326,0.001223808,0.5412156,0.03866442,0.002364432,0.0005285314,0.000002521943,0.001373044,0.1021951],"genre_scores_gemma":[0.9935301,0.0001579837,0.00569772,0.00001425617,0.00006022548,0.00001055743,0.00000102973,0.000007471631,0.0005206665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.886912,"threshold_uncertainty_score":0.6183929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291668338049607,"score_gpt":0.2905369684993167,"score_spread":0.261370134694356,"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."}}