{"id":"W7135416579","doi":"10.1108/dl-09-2007-0013","title":"CASE STUDY: York University Improves the Educational Experience using Mediasite","year":2007,"lang":"en","type":"article","venue":"Distance Learning","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Presentation (obstetrics); Popularity; Perspective (graphical); Set (abstract data type); Higher education; Academic year; Front (military)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007443977,0.0001186684,0.00009102066,0.00008088768,0.0008976446,0.0001468958,0.0006654459,0.00003598247,0.00002133191],"category_scores_gemma":[0.0001960439,0.0001068641,0.00003698035,0.0007170213,0.0001080979,0.0004392757,0.0001411271,0.0003641662,0.00001305214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989681,"about_ca_system_score_gemma":0.0001423825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003854695,"about_ca_topic_score_gemma":0.0001325615,"domain_scores_codex":[0.9986631,0.0001806642,0.000166728,0.0003904274,0.000299457,0.00029963],"domain_scores_gemma":[0.9987823,0.0004083047,0.0001822447,0.0004484277,0.00009535071,0.00008336679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002830073,0.0004764014,0.5041392,0.00002081682,0.0000414368,0.001097284,0.354136,0.009467184,0.001458386,0.01899763,0.0001274387,0.1100098],"study_design_scores_gemma":[0.0008550531,0.0002534731,0.3379117,0.00007660036,0.00004526244,0.002441344,0.5044581,0.1000506,0.0003173006,0.0004543366,0.0520934,0.001042748],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692514,0.00005567332,0.229101,0.0002072723,0.0005022669,0.000163606,1.943296e-7,0.00007864747,0.0006400005],"genre_scores_gemma":[0.9911587,0.000001401278,0.007747977,0.00006204018,0.0001676525,0.000003911708,0.000001356998,0.000008980121,0.0008479312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2219074,"threshold_uncertainty_score":0.6904047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320490774605997,"score_gpt":0.2929809079214754,"score_spread":0.2697760001754154,"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."}}