{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001543302,0.0002691265,0.000328069,0.0008186668,0.00008345291,0.0002549218,0.0006517138,0.000186927,0.000006910211],"category_scores_gemma":[0.001496409,0.0002335533,0.00003169727,0.000912618,0.0005960854,0.001076395,0.0003459806,0.0003234653,0.00001854947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008706714,"about_ca_system_score_gemma":0.0003869443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009452518,"about_ca_topic_score_gemma":0.0000273233,"domain_scores_codex":[0.9983631,0.0000208749,0.0003449237,0.0005694702,0.0003878959,0.0003136933],"domain_scores_gemma":[0.998354,0.0004289536,0.0002420395,0.0003862574,0.000444916,0.0001438764],"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":[0.000006436865,0.0003376854,0.4141825,0.00005937779,0.00003231358,0.00000146658,0.002653492,0.000001531275,0.0001398467,0.562799,0.0005818144,0.01920452],"study_design_scores_gemma":[0.0004108839,0.0002658147,0.2127948,0.0002124834,0.00001423271,0.00003273347,0.001683624,0.0001393694,0.003895487,0.7798415,0.0002727337,0.0004363364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8345557,0.0004667202,0.001037188,0.1593976,0.001744793,0.0004107543,0.0001186956,0.0007115153,0.001557087],"genre_scores_gemma":[0.993886,0.00003245017,0.005529974,0.00002228115,0.00007486037,0.00005496002,0.0002294013,0.00001062424,0.0001594474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170425,"threshold_uncertainty_score":0.9524029,"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."}}