{"id":"W3020086669","doi":"10.21432/cjlt27881","title":"Open Educational Practices Advocacy: The Instructional Designer Experience","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Open educational resources; Instructional design; Workload; Educational technology; Professional development; Best practice; Open education; Public relations; Pedagogy; Open learning; Knowledge management; Psychology; Sociology; Political science; Teaching method; Computer science; Cooperative learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0611021,0.001191741,0.001363552,0.003815271,0.01796836,0.02431411,0.003909036,0.008300111,0.007009747],"category_scores_gemma":[0.06024179,0.001798527,0.001093445,0.00182369,0.01491159,0.01208219,0.01689741,0.00945502,0.00220582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007257478,"about_ca_system_score_gemma":0.0103704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286062,"about_ca_topic_score_gemma":0.002940073,"domain_scores_codex":[0.9092314,0.07696348,0.002367323,0.00250953,0.005657958,0.003270281],"domain_scores_gemma":[0.9125544,0.06013177,0.003407611,0.005834206,0.005831623,0.01224039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005713603,0.00030645,0.006642528,0.0002741088,0.00001796079,0.001468983,0.954346,0.00007462297,0.0006441973,0.007285583,0.004843477,0.02403885],"study_design_scores_gemma":[0.00006131861,0.0004191246,0.001196402,0.0007494552,0.00005610323,0.004538225,0.5697305,0.0004122786,0.001776513,0.002516239,0.4184361,0.0001076647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7936916,0.007338725,0.04986085,0.03169258,0.001848655,0.0006635719,0.0001471332,0.001101244,0.1136556],"genre_scores_gemma":[0.9346626,0.002646491,0.02034107,0.008144418,0.0002484414,0.0003064991,0.0001091248,0.0003628734,0.0331785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960909,"threshold_uncertainty_score":0.3231426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345623521000848,"score_gpt":0.3061856789765071,"score_spread":0.2727294437664985,"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."}}