{"id":"W2230845777","doi":"","title":"Return of Student Assignments in Distance Education: Various Technologies to Reduce Turnaround Time","year":2011,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Presentation (obstetrics); Distance education; Public relations; Media studies; Advertising; Political science; Sociology; Library science; Business; Pedagogy; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003812188,0.000771435,0.0006159827,0.00173987,0.001144425,0.002971242,0.002439759,0.001223725,0.01511454],"category_scores_gemma":[0.01984156,0.0003216769,0.000528879,0.001218514,0.0003590267,0.002166559,0.001898066,0.001027113,0.004306303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000745933,"about_ca_system_score_gemma":0.001003804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613078,"about_ca_topic_score_gemma":0.00183825,"domain_scores_codex":[0.9960007,0.002043718,0.0002057039,0.0003966797,0.0007661881,0.0005870961],"domain_scores_gemma":[0.9872935,0.006267586,0.001475652,0.001515612,0.001443594,0.002004053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002516807,0.00256839,0.01246493,0.0004012608,0.00006338323,0.0001387026,0.001682449,0.0018178,0.003780094,0.001129497,0.02278696,0.9506498],"study_design_scores_gemma":[0.004131617,0.04550039,0.3840341,0.002383196,0.002199792,0.002841227,0.03591266,0.1137627,0.08309165,0.01717885,0.3081343,0.0008295242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776892,0.004176598,0.0644022,0.007080471,0.001231881,0.001451345,0.0008551457,0.007328061,0.03578499],"genre_scores_gemma":[0.9605336,0.0008664891,0.02594542,0.0004474907,0.0003030593,0.0004415164,0.0004033913,0.0002259969,0.01083303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511454,"threshold_uncertainty_score":0.05056322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441188154876165,"score_gpt":0.3051164226303426,"score_spread":0.2707045410815809,"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."}}