{"id":"W2267791387","doi":"","title":"This Worked for Me! Podcast Messages of Encouragement from Senior to Junior Students in an Asynchronous Self Paced Online Course","year":2011,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Asynchronous communication; Psychology; Mathematics education; Medical education; Computer science; Pedagogy; Multimedia; Medicine; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963143,0.0009951447,0.0005005794,0.0005235348,0.003304897,0.001410463,0.0006789902,0.002779034,0.07141104],"category_scores_gemma":[0.009253077,0.0003627951,0.0004130121,0.0001821124,0.0004577907,0.001157012,0.003457716,0.004630112,0.01793707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005224135,"about_ca_system_score_gemma":0.0005636124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007007529,"about_ca_topic_score_gemma":0.003171638,"domain_scores_codex":[0.9995046,0.0001476353,0.00002368131,0.0000477338,0.0001143556,0.0001620035],"domain_scores_gemma":[0.9914089,0.001693267,0.0004110072,0.0003359065,0.0009004889,0.005250492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.005374113,0.004186697,0.01200556,0.0005627187,0.0000476442,0.001644209,0.01049614,0.000296844,0.009411838,0.001148625,0.8020529,0.1527729],"study_design_scores_gemma":[0.001732094,0.007829541,0.1142452,0.0008168184,0.0001592018,0.001006822,0.03925528,0.002429345,0.006165066,0.002985412,0.8230118,0.0003635462],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5521984,0.000857514,0.01629488,0.101668,0.08348269,0.004922044,0.004409181,0.01325301,0.2229143],"genre_scores_gemma":[0.6242371,0.0007759467,0.01915801,0.02391877,0.01230262,0.002746086,0.001870539,0.001341685,0.3136492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07141104,"threshold_uncertainty_score":0.2388937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319942909094519,"score_gpt":0.407768235798162,"score_spread":0.27577394488871,"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."}}