{"id":"W4412209765","doi":"","title":"Hvordan rustes uddannelsesledere til at træffe strategiske og velargumenterede valg ift. digital uddannelse og læring?","year":2025,"lang":"da","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Digital literacy in education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004332454,0.001439318,0.001154879,0.001363671,0.001202684,0.003280555,0.003420094,0.0005671845,0.0006335616],"category_scores_gemma":[0.0002289238,0.001659751,0.0008218408,0.002922911,0.0006016684,0.008760141,0.002254897,0.000886723,0.001282066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729809,"about_ca_system_score_gemma":0.001210541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002767098,"about_ca_topic_score_gemma":0.00009065936,"domain_scores_codex":[0.9926238,0.0001255133,0.001488141,0.002461534,0.001278364,0.002022621],"domain_scores_gemma":[0.9948018,0.0004121769,0.001097199,0.002118996,0.0006823532,0.0008874825],"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":[0.001739522,0.007199134,0.2529312,0.002042295,0.003598453,0.004251421,0.03789162,0.002368441,0.001338079,0.4125196,0.148664,0.1254563],"study_design_scores_gemma":[0.00869157,0.001917841,0.03167967,0.004276689,0.001165303,0.0004085103,0.01880789,0.01306263,0.00520582,0.01603123,0.8926455,0.00610733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7228746,0.001054824,0.003984027,0.001330992,0.004945435,0.001107109,0.0006016849,0.0007193938,0.2633819],"genre_scores_gemma":[0.8262384,0.0000737594,0.000720967,0.0005114213,0.0003308873,0.00001459202,0.0007410893,0.0001029164,0.171266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7439815,"threshold_uncertainty_score":0.9998357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004396669749905745,"score_gpt":0.2217408339395732,"score_spread":0.2173441641896675,"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."}}