{"id":"W2602307584","doi":"10.5539/hes.v7n2p7","title":"Pros & Cons of Using Blackboard Collaborate for Blended Learning on Students Learning Outcomes","year":2017,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackboard (design pattern); Blended learning; Test (biology); Psychology; Mathematics education; Preference; Pedagogy; Educational technology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005126766,0.0003931636,0.0004694922,0.000907286,0.0005671316,0.002714955,0.0004143712,0.0007094854,0.003443526],"category_scores_gemma":[0.02330841,0.0001506971,0.0007472795,0.0006394946,0.0005414501,0.001556296,0.001890665,0.001002441,0.0006665276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502115,"about_ca_system_score_gemma":0.0005839941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002612349,"about_ca_topic_score_gemma":0.0005175351,"domain_scores_codex":[0.9919497,0.003347751,0.0006641549,0.0004943791,0.002818307,0.0007256527],"domain_scores_gemma":[0.9732686,0.01412558,0.004830914,0.001415997,0.003048808,0.003310074],"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":[0.003203294,0.008752748,0.3529651,0.001491757,0.0003660205,0.0007770006,0.01203318,0.001825112,0.01684042,0.00156962,0.002217336,0.5979585],"study_design_scores_gemma":[0.0001566503,0.0174662,0.8953505,0.000752446,0.0005498761,0.001065002,0.03648817,0.00516577,0.02539898,0.002183303,0.01520452,0.0002188494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993058,0.0002483702,0.0007661401,0.0002633629,0.00003684859,0.00005086764,0.00004508734,0.00002305372,0.005508316],"genre_scores_gemma":[0.997559,0.0002077951,0.0007851153,0.00007103015,0.00002608201,0.00006259046,0.0000363071,0.000009567057,0.001242697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005126766,"threshold_uncertainty_score":0.0271132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555410671254791,"score_gpt":0.5139783731484973,"score_spread":0.3584373060230182,"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."}}