{"id":"W1571825376","doi":"","title":"Preparing Teachers to Teach Online: The Role of Faculties of Education","year":2003,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University; University of Victoria; University of Alberta","funders":"","keywords":"Mathematics education; Pedagogy; Higher education; Medical education; Computer science; Sociology; Psychology; Political science; 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":[0.0003267018,0.00009174898,0.0001595661,0.000373651,0.0001534824,0.00001253624,0.0002577922,0.00009853618,0.0001536773],"category_scores_gemma":[0.001970266,0.00007373661,0.00002320344,0.0006497105,0.000480703,0.00006087225,0.00002815672,0.0002713065,0.000006317357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003818833,"about_ca_system_score_gemma":0.001940794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001334618,"about_ca_topic_score_gemma":0.002357261,"domain_scores_codex":[0.9990544,0.0001088881,0.0002149784,0.0001900395,0.0002452164,0.00018642],"domain_scores_gemma":[0.9989869,0.0003913322,0.0001368913,0.0001663841,0.0002428517,0.00007562878],"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":[0.000003284073,0.0002298692,0.02985563,0.000005517226,0.00001212776,2.984627e-8,0.008586344,0.00000128697,0.0009797298,0.8922621,0.000633526,0.06743056],"study_design_scores_gemma":[0.0001390953,0.00008199116,0.01116284,0.0001244891,0.00002824945,0.000001662871,0.05401825,0.00000797555,0.004752044,0.8132603,0.1162459,0.0001771822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6649947,0.0007750479,0.00001021949,0.2952264,0.000976124,0.0003874292,0.00001218027,0.00005512977,0.03756276],"genre_scores_gemma":[0.9956047,0.0001073016,0.002442742,0.00006362192,0.0001881382,0.00005781337,0.0000131739,0.000005776177,0.00151671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33061,"threshold_uncertainty_score":0.3442886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105555657844739,"score_gpt":0.3221717966367697,"score_spread":0.3011162400583223,"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."}}