{"id":"W1484411164","doi":"10.19173/irrodl.v14i3.1477","title":"Pedagogical roles and competencies of university teachers practicing in the e-learning environment","year":2013,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Scope (computer science); Psychology; Higher education; Faculty development; Perception; Pedagogy; Instructional design; Focus group; Mathematics education; Computer science; Professional development; Sociology; Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009926558,0.0000508966,0.0001495874,0.00007286204,0.0002744664,0.00008790711,0.0005789752,0.00002874894,0.0002301391],"category_scores_gemma":[0.003238007,0.00003253362,0.00002224427,0.0002551014,0.0004160033,0.0002698561,0.0003723481,0.0007404573,0.000004668437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006731599,"about_ca_system_score_gemma":0.0001304896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004767213,"about_ca_topic_score_gemma":0.0002317342,"domain_scores_codex":[0.9963424,0.00259507,0.0001910282,0.0001276406,0.0005753786,0.0001685477],"domain_scores_gemma":[0.9974871,0.002183662,0.0001314241,0.0000684016,0.00009456898,0.00003481274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00010951,0.0002728372,0.697683,0.00055148,0.00005811134,0.00002638545,0.02729088,0.001002702,0.0002961894,0.06762849,0.0004242731,0.2046561],"study_design_scores_gemma":[0.0003909344,0.00009653704,0.08145794,0.002350583,0.000009402634,0.00000406021,0.432204,0.000749066,0.00000695259,0.0005911298,0.4820608,0.00007855517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436646,0.004722292,0.00004932894,0.03458485,0.00001122739,0.0005950775,0.000002744719,0.000004482512,0.01636541],"genre_scores_gemma":[0.9625483,0.03675435,0.0001508582,0.00003664085,0.00001802343,0.000005894926,0.00001187003,0.000002199614,0.0004718728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6162251,"threshold_uncertainty_score":0.7206632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136191205200758,"score_gpt":0.4535904629241151,"score_spread":0.3173992577233571,"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."}}