{"id":"W4402210347","doi":"10.14742/apubs.2012.1559","title":"Identifying key actors for technology adoption in higher education","year":2012,"lang":"en","type":"article","venue":"ASCILITE Publications","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of British Columbia","funders":"","keywords":"Key (lock); Business; Knowledge management; Process management; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003591522,0.000261623,0.0002174476,0.00301679,0.001742352,0.00466454,0.0003593664,0.001011314,0.005088943],"category_scores_gemma":[0.01031424,0.0003193445,0.0003770938,0.002500519,0.001342338,0.004193942,0.002290833,0.001002108,0.000470806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002715195,"about_ca_system_score_gemma":0.002529271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583364,"about_ca_topic_score_gemma":0.005273521,"domain_scores_codex":[0.9968143,0.001714995,0.0001592054,0.0002612167,0.000475861,0.0005743298],"domain_scores_gemma":[0.9862699,0.009592135,0.002069871,0.0002505546,0.001016584,0.0008010673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002630402,0.0004447013,0.7810348,0.0003461425,0.00007926996,0.001288592,0.07019328,0.001502907,0.005880241,0.0517613,0.000853677,0.08635205],"study_design_scores_gemma":[0.00004782431,0.0003616209,0.7542682,0.0006317758,0.000171213,0.0006910917,0.1872232,0.01591479,0.005915117,0.02160685,0.01308083,0.00008750438],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811146,0.0002466361,0.003309347,0.00075523,0.00000532376,0.0001204998,0.00004052659,0.00001453215,0.01439322],"genre_scores_gemma":[0.9983969,0.0001186494,0.0008701397,0.00001533275,0.000002525701,0.00002392827,0.00001215643,0.000002438396,0.0005579164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005088943,"threshold_uncertainty_score":0.01970023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08136737617845885,"score_gpt":0.3913207693776475,"score_spread":0.3099533931991886,"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."}}