{"id":"W4405075194","doi":"10.33965/celda2024_202408l012","title":"ASSESSMENT OF BARRIERS TO EDUCATIONAL TECHNOLOGY ACCEPTANCE","year":2024,"lang":"en","type":"article","venue":"","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002432156,0.00003423808,0.00004889139,0.0002389653,0.0001352611,0.00001696356,0.0001852324,0.00008236842,0.003102276],"category_scores_gemma":[0.0002489868,0.00003309772,0.00001862338,0.0007691114,0.0001472911,0.00006070672,0.00002093853,0.00009069178,0.00005035802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009137741,"about_ca_system_score_gemma":0.001125358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472858,"about_ca_topic_score_gemma":0.0002756054,"domain_scores_codex":[0.9995224,0.0000198313,0.00008680681,0.0001311891,0.0001213712,0.0001184311],"domain_scores_gemma":[0.9997013,0.00005290022,0.0000112736,0.0001096858,0.00005953615,0.00006531183],"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":[1.20746e-7,0.00001205609,0.01402249,0.000004188327,0.000007951217,1.123001e-7,0.001862023,0.00000178698,0.0004482268,0.9680348,0.007379559,0.008226702],"study_design_scores_gemma":[0.00005195888,0.00005602302,0.05864746,0.00003175248,0.00001821823,0.000002054611,0.07857744,0.00004569932,0.002084645,0.6371858,0.2231144,0.0001845747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.235003,0.0002381185,0.0032687,0.279253,0.001853611,0.0002377697,0.000003330302,0.0003183732,0.4798241],"genre_scores_gemma":[0.9850796,0.00001512247,0.009280199,0.0001619277,0.00006625165,0.0000448801,0.000001051099,0.000003049671,0.005347845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7500767,"threshold_uncertainty_score":0.9978091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544493554509778,"score_gpt":0.3983152908629267,"score_spread":0.3828703553178289,"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."}}