{"id":"W2036144565","doi":"10.1080/01587919.2011.565499","title":"The making of an exemplary online educator","year":2011,"lang":"en","type":"article","venue":"Distance Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"Mount Royal University; Athabasca University; Alberta Health Services","keywords":"Distance education; Pedagogy; Higher education; Mathematics education; Sociology; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006649842,0.0002831954,0.0002499007,0.0007804898,0.00608501,0.008178293,0.00128951,0.002316482,0.00333336],"category_scores_gemma":[0.01476329,0.0002065209,0.0002843531,0.0002686664,0.00882233,0.008115469,0.007762339,0.002380477,0.001056953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235669,"about_ca_system_score_gemma":0.001497574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004905838,"about_ca_topic_score_gemma":0.001292939,"domain_scores_codex":[0.9917936,0.005713762,0.0002204351,0.0006314951,0.0008745425,0.0007662659],"domain_scores_gemma":[0.9905883,0.003711423,0.000970999,0.0009328127,0.001238839,0.0025575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001173243,0.0002902977,0.02093945,0.0002955937,0.00002442156,0.004617818,0.7776123,0.0003146183,0.006890728,0.09309825,0.01270659,0.08309259],"study_design_scores_gemma":[0.00001429952,0.0002445479,0.005109242,0.0004392645,0.00003508027,0.006028718,0.6379136,0.001112542,0.005886531,0.01788488,0.3252493,0.00008192159],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8490005,0.0010391,0.02071123,0.0214421,0.0007629931,0.00006790752,0.00003073697,0.0001596696,0.1067857],"genre_scores_gemma":[0.9807369,0.0003488412,0.005223895,0.0009828167,0.00008005332,0.000028898,0.00002112765,0.00006409613,0.01251333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008178293,"threshold_uncertainty_score":0.03516811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03903472743436463,"score_gpt":0.3715148593010897,"score_spread":0.332480131866725,"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."}}