{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003162314,0.0000408181,0.00004792172,0.00002226,0.0003571948,0.00002063018,0.0001873642,0.00002834344,0.00008600497],"category_scores_gemma":[0.0001346805,0.00003257072,0.00002185378,0.0001618284,0.0001157405,0.0001982907,0.000007251085,0.00007124137,0.000006170274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003828088,"about_ca_system_score_gemma":0.001029183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002942087,"about_ca_topic_score_gemma":0.00328511,"domain_scores_codex":[0.9994218,0.000100035,0.0001166398,0.00009421408,0.0001369214,0.000130358],"domain_scores_gemma":[0.9995892,0.00003052051,0.0001047739,0.0001525872,0.00009657707,0.00002635261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003753163,0.001052407,0.02765353,0.00001910845,0.00001073271,3.40045e-7,0.0774133,7.938987e-7,0.0001057593,0.1989603,0.005208993,0.6895372],"study_design_scores_gemma":[0.00003744712,0.00002618355,0.03661946,0.00003253002,0.000009407726,3.334359e-7,0.1716826,0.000007100689,0.00009436192,0.004582264,0.7868228,0.00008554902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967091,0.0005408817,0.0001260576,0.002215917,0.001145241,0.0001128183,0.000004347521,0.00003033226,0.02873343],"genre_scores_gemma":[0.9936644,0.00004297418,0.004205347,0.0001405294,0.0004814815,0.000006856543,0.00001542048,0.000005722812,0.001437269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7816138,"threshold_uncertainty_score":0.274729,"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."}}