{"id":"W6987524445","doi":"","title":"A study on the digital competence of teachers in the use of YouTube as a teaching resource according to gender, age, and years of teaching experience","year":2023,"lang":"en","type":"article","venue":"Jagiellonian University Repository (Jagiellonian University)","topic":"Digital literacy in education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Competence (human resources); Data collection; Sample (material); Quarter (Canadian coin); Digital learning; Resource (disambiguation)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234077,0.0001266961,0.0002485135,0.001100759,0.0004516534,0.0007533937,0.0001527261,0.0002552957,0.001746108],"category_scores_gemma":[0.00595318,0.0001646432,0.000232605,0.0006070776,0.0004749738,0.0006104192,0.0004755605,0.0003389092,0.000277935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431785,"about_ca_system_score_gemma":0.0005062661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123377,"about_ca_topic_score_gemma":0.007618932,"domain_scores_codex":[0.9993305,0.0001840119,0.00006835839,0.0000823048,0.0001668045,0.0001680341],"domain_scores_gemma":[0.9953181,0.001773745,0.001216872,0.0001188963,0.0006905055,0.000881749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007940879,0.0002791056,0.9692244,0.000034916,0.00001119652,0.0002066718,0.02237971,0.00002139002,0.001173639,0.00005226145,0.00009082782,0.006446501],"study_design_scores_gemma":[0.000001886173,0.0001842777,0.9772146,0.00001353116,0.000003391517,0.0001870073,0.02176682,0.00004681541,0.0001702918,0.00001315565,0.0003939703,0.000004183502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995974,0.00002589529,0.00001973683,0.00001345227,9.761686e-7,0.000004028991,0.00001826977,3.317328e-7,0.0003199827],"genre_scores_gemma":[0.9995418,0.00004096199,0.00003342768,0.000009329497,0.00000191841,0.000007654179,0.00003130074,7.317342e-7,0.0003330017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004123377,"threshold_uncertainty_score":0.008198798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510804029705119,"score_gpt":0.2546400678298357,"score_spread":0.2035596648593238,"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."}}