{"id":"W2150038054","doi":"10.47678/cjhe.v43i3.184741","title":"Using Blended Learning Strategies to Address Teaching Development Needs: How Does Canada Compare?","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Blended learning; Higher education; Value (mathematics); Teaching method; Sociology; Pedagogy; Political science; Educational technology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000388002,0.0001020363,0.0001494663,0.0003272549,0.0009072302,0.0005010985,0.0002379152,0.00004176355,0.0006035026],"category_scores_gemma":[0.0001158256,0.00008826659,0.00002747288,0.0002360122,0.00003742705,0.0006438922,0.000006975892,0.0003922945,0.000006037002],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148792,"about_ca_system_score_gemma":0.05610597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8776417,"about_ca_topic_score_gemma":0.9710633,"domain_scores_codex":[0.9987653,0.0002291428,0.0002329506,0.00009190313,0.0002890789,0.000391561],"domain_scores_gemma":[0.998539,0.00005267466,0.0002205304,0.00006349942,0.0003841954,0.0007401062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001323256,0.0001210755,0.4179517,0.0001066018,0.0002706547,0.00004722987,0.1498482,0.01129971,0.00183575,0.01701706,0.2380501,0.1634386],"study_design_scores_gemma":[0.00005435073,0.0000100803,0.03365477,0.00009879645,0.00001150527,0.000003832708,0.1027576,0.000006407475,0.00004122213,0.0001096241,0.8631167,0.000135127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753633,0.0003373427,0.00009062893,0.01629909,0.002162057,0.0001365667,8.166478e-7,0.000008624907,0.005601543],"genre_scores_gemma":[0.9830086,0.000001833488,0.005739972,0.0003220791,0.0009088913,0.000003492129,0.000003313046,0.00001187919,0.009999968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6250665,"threshold_uncertainty_score":0.949245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958984490806169,"score_gpt":0.319901818507495,"score_spread":0.2903119735994333,"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."}}