{"id":"W2299714860","doi":"","title":"Lost in transition:lack of competent evaluators for distance delivered programs","year":2012,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Transition (genetics); Computer science; Medical education; Business; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09066415,0.0003301958,0.0008612965,0.003272884,0.005795632,0.008688844,0.003715564,0.001797889,0.005356343],"category_scores_gemma":[0.2480663,0.001021649,0.0005453543,0.001794899,0.002865628,0.007329419,0.009253209,0.003935495,0.001309649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00738962,"about_ca_system_score_gemma":0.03076683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0125006,"about_ca_topic_score_gemma":0.02383348,"domain_scores_codex":[0.9253646,0.03960431,0.005988606,0.00420375,0.01686152,0.007977144],"domain_scores_gemma":[0.668784,0.1385869,0.02291929,0.01519923,0.08817083,0.0663399],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009510512,0.00192564,0.2990231,0.001972903,0.0001289838,0.0007715569,0.1448076,0.0003112809,0.001565996,0.002938308,0.06685613,0.4787475],"study_design_scores_gemma":[0.0002116162,0.001666384,0.4864112,0.00798839,0.0001880925,0.001147937,0.3938021,0.001972167,0.003436673,0.00455677,0.09827358,0.0003451144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168307,0.004335409,0.006274216,0.04785075,0.001245327,0.001115101,0.0006123005,0.0006563496,0.02107979],"genre_scores_gemma":[0.9870784,0.0007875256,0.003253918,0.004982632,0.00007416205,0.0006190326,0.0002981153,0.000165508,0.002740613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9093359,"threshold_uncertainty_score":0.4794836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084263241332722,"score_gpt":0.3943376360855107,"score_spread":0.2859113119522385,"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."}}