{"id":"W2989931294","doi":"10.1186/s41039-019-0113-4","title":"Developing a competency taxonomy for teacher design knowledge in technology-enhanced learning environments: a literature review","year":2019,"lang":"en","type":"review","venue":"Research and Practice in Technology Enhanced Learning","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Instructional design; Pedagogy; Psychology; Knowledge management; Mathematics education; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01298175,0.001245214,0.002694032,0.03220106,0.001248939,0.003560052,0.002088252,0.001704657,0.00195557],"category_scores_gemma":[0.02871685,0.0008834132,0.002635157,0.02030389,0.001825118,0.006257718,0.003107184,0.001880238,0.0004163636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006240268,"about_ca_system_score_gemma":0.02286053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231615,"about_ca_topic_score_gemma":0.02343246,"domain_scores_codex":[0.9915674,0.002793261,0.002486379,0.0005004734,0.002437372,0.0002150117],"domain_scores_gemma":[0.9737185,0.01791965,0.002645383,0.0005092309,0.004911123,0.0002961408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003099325,0.00008445029,0.002032385,0.2308975,0.0003724271,0.0002588533,0.00282461,0.0005977642,0.0004130129,0.01700217,0.006758518,0.7387273],"study_design_scores_gemma":[0.0000380272,0.0001276493,0.007923252,0.7003257,0.001692932,0.001250648,0.006046404,0.0008684807,0.0005471638,0.008563896,0.2725351,0.00008071122],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00236284,0.9834696,0.00673401,0.002108828,0.0002497591,0.0008209887,0.0002927569,0.00002723443,0.003933912],"genre_scores_gemma":[0.02380073,0.9568881,0.01662272,0.0005624216,0.00006861957,0.001237498,0.0003639605,0.000009640281,0.0004463262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03220106,"threshold_uncertainty_score":0.06865489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2139034250474228,"score_gpt":0.5123308918745615,"score_spread":0.2984274668271387,"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."}}