{"id":"W2344817632","doi":"","title":"Faculty Attitudes and Factors affecting Faculty Attitudes toward Adoption of Digital Technologies","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Digital literacy in education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Durham College","funders":"","keywords":"Public relations; Medical education; Psychology; Business; Engineering ethics; Pedagogy; Political science; Engineering; Medicine","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":[0.005546583,0.0001994724,0.0002408244,0.002256074,0.002239174,0.002460549,0.0004840608,0.0008719495,0.006976291],"category_scores_gemma":[0.03682892,0.0002982992,0.0006112206,0.001622952,0.001431499,0.0009939171,0.0009812349,0.001340991,0.0006434844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002046369,"about_ca_system_score_gemma":0.005627073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625013,"about_ca_topic_score_gemma":0.02943664,"domain_scores_codex":[0.9960493,0.001228533,0.0004043154,0.0002353085,0.001126062,0.0009564474],"domain_scores_gemma":[0.9270348,0.02692539,0.01741824,0.001398518,0.009687766,0.01753532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002216079,0.001001947,0.9850556,0.00002292074,0.00003688047,0.0001161638,0.004220868,0.00009648647,0.0007927645,0.0001542876,0.0003222556,0.007958324],"study_design_scores_gemma":[0.00002223756,0.000584494,0.9731819,0.00004654594,0.00004271919,0.0001398155,0.02353674,0.000334658,0.0009076438,0.0001477259,0.001033655,0.00002182886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980978,0.00004185548,0.00005491314,0.0003347536,0.00001132369,0.00001621974,0.00003031395,0.000003638383,0.001409193],"genre_scores_gemma":[0.998858,0.00007672932,0.00009480627,0.0001398727,0.0000120806,0.000009808632,0.0000345524,0.000003161068,0.0007711254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625013,"threshold_uncertainty_score":0.03231108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08055138783952466,"score_gpt":0.3267788425033478,"score_spread":0.2462274546638231,"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."}}