{"id":"W4416619601","doi":"10.1108/dl-08-2018-0003","title":"Do UDOIT for Webcourses@UCF","year":2018,"lang":"en","type":"article","venue":"Distance Learning","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Online learning; Modalities; Ranking (information retrieval); Prime time; Institution; Higher education; Distance education; Online course","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006679778,0.00009561323,0.0001327216,0.00002835578,0.0008247657,0.0003454243,0.0002962729,0.00006107034,0.0004608121],"category_scores_gemma":[0.001705796,0.00009687348,0.00009723855,0.0002140337,0.0009485256,0.0006092832,0.00003617275,0.0001042017,0.0001621112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238873,"about_ca_system_score_gemma":0.0001058937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001555274,"about_ca_topic_score_gemma":0.001693117,"domain_scores_codex":[0.9987473,0.00006640923,0.0001701449,0.0002976894,0.000294112,0.0004243676],"domain_scores_gemma":[0.9992091,0.0002421098,0.00008411188,0.0001732148,0.0001979456,0.0000935225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009077802,0.0001045464,0.1743156,0.00006667684,0.00002168756,8.267638e-7,0.03800994,0.00001626765,0.0000325173,0.7100055,0.00351343,0.07382218],"study_design_scores_gemma":[0.0001963711,0.0001089295,0.003737722,0.00004398158,0.000008544284,1.333247e-7,0.04373776,0.00006460459,0.00006684774,0.05989301,0.8919243,0.0002177857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4807804,0.0001409216,0.002751777,0.0007685892,0.0004715309,0.0003085051,0.00001457072,0.0002525198,0.5145112],"genre_scores_gemma":[0.9789385,0.000005708112,0.0004202881,0.0000852641,0.0005924532,0.00004148699,0.000007362986,0.00001623788,0.01989269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8884109,"threshold_uncertainty_score":0.6343514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069945625612277,"score_gpt":0.3696224937463068,"score_spread":0.338923037490184,"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."}}