{"id":"W2592708940","doi":"10.4018/ijdet.20160101","title":"Special Issue on Visual Aspects in Technology Enhanced Learning","year":2016,"lang":"ng","type":"paratext","venue":"International Journal of Distance Education Technologies","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006753421,0.0006369711,0.0008751455,0.004414292,0.0002295337,0.0007330552,0.004780246,0.000866695,0.001925144],"category_scores_gemma":[0.003088282,0.0005735235,0.0002615292,0.001603295,0.0004705938,0.001251096,0.0005589757,0.003059557,0.003101213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002106186,"about_ca_system_score_gemma":0.003036302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116779,"about_ca_topic_score_gemma":0.00002641578,"domain_scores_codex":[0.995048,0.0002382558,0.001793366,0.0008789891,0.001382105,0.0006592932],"domain_scores_gemma":[0.9932877,0.0004191252,0.003290719,0.0005060727,0.002388634,0.0001077884],"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":[0.0001932807,0.001273669,0.001197179,0.00005015425,0.0001925947,0.00005290803,0.001601635,0.0003412071,0.0007551106,0.05850311,0.06603514,0.869804],"study_design_scores_gemma":[0.001024818,0.0008514153,0.0007012741,0.003858822,0.00001980699,0.0001290156,0.03236859,0.0000674015,0.01554705,0.01159084,0.933089,0.0007520044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02768094,0.003717123,0.02136216,0.1112942,0.1439367,0.0009910624,0.000025029,0.0006044155,0.6903884],"genre_scores_gemma":[0.9271895,0.005911478,0.001962947,0.0002063222,0.01551972,0.00006599016,0.00002483924,0.00006157633,0.0490576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8995086,"threshold_uncertainty_score":0.9996716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017532275131091,"score_gpt":0.328703247324545,"score_spread":0.3185279245732341,"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."}}