{"id":"W2901408240","doi":"10.14742/ajet.4310","title":"Blended learning in large enrolment courses: Student perceptions across four different instructional models","year":2018,"lang":"en","type":"article","venue":"Australasian Journal of Educational Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; York University","funders":"","keywords":"Blended learning; Class (philosophy); Mathematics education; Perception; Psychology; Online learning; Public university; Instructional design; Computer science; Educational technology; Multimedia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005001563,0.0003530207,0.0004554653,0.0007583787,0.0008813538,0.002697259,0.0005264329,0.0007082904,0.003353116],"category_scores_gemma":[0.01360551,0.0002625145,0.000564907,0.0004974088,0.0005452951,0.001195418,0.002101317,0.001049498,0.0005935511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091874,"about_ca_system_score_gemma":0.0008179542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555027,"about_ca_topic_score_gemma":0.00194939,"domain_scores_codex":[0.9979568,0.0006459192,0.0001920063,0.0001646977,0.0006743255,0.0003663415],"domain_scores_gemma":[0.9895855,0.003549075,0.00154271,0.0003380952,0.001270148,0.003714564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001484575,0.008017319,0.8717979,0.0001099326,0.00007342112,0.000401632,0.04183967,0.00106625,0.01220942,0.000459592,0.0004200002,0.06212042],"study_design_scores_gemma":[0.0001289647,0.01204061,0.9036294,0.00006248986,0.00007088867,0.0003006146,0.06753905,0.005801401,0.007155935,0.0004105438,0.002753612,0.000106509],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996556,0.000007322306,0.0001305209,0.00001566239,0.00000123551,0.00001455595,0.000005299212,0.000002332994,0.0001674729],"genre_scores_gemma":[0.9992111,0.0000144519,0.0002995037,0.00002128555,0.00000237504,0.00002521053,0.00001860685,0.000002352242,0.0004051678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005001563,"threshold_uncertainty_score":0.02645111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518153192829338,"score_gpt":0.3837637487912064,"score_spread":0.358582216862913,"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."}}