{"id":"W7135402960","doi":"10.1108/dl-09-2007-0012","title":"CASE STUDY: Wayne State University Takes the Lead in Library and Information Science Using Mediasite","year":2007,"lang":"en","type":"article","venue":"Distance Learning","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information science; State (computer science); Educational program; School library; Science education; Continuing education; Information technology","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005366622,0.00007121748,0.00006907463,0.0001905138,0.0004463948,0.0003230745,0.0004347308,0.00001463987,0.000001889506],"category_scores_gemma":[0.00001448969,0.00005813987,0.00000940461,0.001298571,0.0001170384,0.02102539,0.0001953601,0.000187193,0.000002195559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000172853,"about_ca_system_score_gemma":0.00006067465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087438,"about_ca_topic_score_gemma":0.00008708122,"domain_scores_codex":[0.9992313,0.00006416733,0.0001256267,0.0001687178,0.0001879437,0.0002222072],"domain_scores_gemma":[0.9995711,0.0001055313,0.00008798666,0.0001669275,0.0000152402,0.00005314945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004324826,0.0000464566,0.8010284,0.00003483656,0.000006483234,0.002200308,0.1079208,0.004113612,0.0002450037,0.02200606,0.000003235386,0.06235158],"study_design_scores_gemma":[0.0009007171,0.0001334853,0.5894231,0.00007043896,0.000006412867,0.0003486023,0.1194301,0.2736959,0.0004988888,0.0001610716,0.01493273,0.0003986163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709988,0.00006334431,0.02689248,0.0001832736,0.00006268056,0.0001043351,5.752686e-7,0.00007208563,0.001622435],"genre_scores_gemma":[0.9976382,0.00001479938,0.002142696,0.0001371438,0.00001079437,1.821393e-7,7.400072e-7,0.000002498229,0.0000529502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2695823,"threshold_uncertainty_score":0.992667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041240122123393,"score_gpt":0.214328546658729,"score_spread":0.203916145437495,"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."}}