{"id":"W1892883104","doi":"10.21432/t2z60r","title":"Educational Technology Adoption and Implementation: Learning from Information Systems Research","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Educational technology; Information technology; Technology integration; Knowledge management; Computer science; Educational research; Mathematics education; Electronic learning; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01056278,0.0005991268,0.0009180406,0.004754031,0.001693362,0.007765571,0.001204068,0.003348485,0.001972075],"category_scores_gemma":[0.03672904,0.0006768932,0.0006548015,0.006035908,0.007728028,0.01320999,0.002592071,0.003384086,0.0002351112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007926463,"about_ca_system_score_gemma":0.0111947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0415448,"about_ca_topic_score_gemma":0.04744333,"domain_scores_codex":[0.9956188,0.002037846,0.0002719645,0.000481941,0.001199936,0.000389597],"domain_scores_gemma":[0.932637,0.06142799,0.001725387,0.001065475,0.002439715,0.0007044717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001629786,0.001014425,0.16585,0.003364711,0.000213311,0.0005290948,0.02635576,0.00490899,0.0007631003,0.349901,0.00684299,0.4400936],"study_design_scores_gemma":[0.00007532514,0.0006202886,0.2244198,0.00864134,0.0003472264,0.0006180904,0.0624914,0.02872631,0.003456051,0.6047268,0.06561776,0.0002596002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5705513,0.1875465,0.0632233,0.09501278,0.0005417225,0.0003579156,0.0005140066,0.0001449094,0.08210756],"genre_scores_gemma":[0.9283499,0.05663095,0.01151549,0.001862962,0.0001857658,0.0001130419,0.0001262353,0.00002026218,0.001195348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0415448,"threshold_uncertainty_score":0.08260596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07244572929262487,"score_gpt":0.4060500939304806,"score_spread":0.3336043646378557,"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."}}