{"id":"W3192875634","doi":"10.21432/cjlt27943","title":"Educational Technology Competency Framework: Defining a Community of Practice Across Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta","funders":"","keywords":"CLARITY; Delphi method; Context (archaeology); Educational technology; Higher education; Technology integration; Knowledge management; Pedagogy; Engineering ethics; Sociology; Public relations; Psychology; Computer science; Engineering; Political 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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002237743,0.0001452805,0.0004232872,0.0004798682,0.0007026308,0.00002304624,0.0003236603,0.0004060892,0.0002781808],"category_scores_gemma":[0.01664673,0.0001553423,0.00003975313,0.00137066,0.0005496938,0.00005611581,0.00005773707,0.004768998,0.000003973328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558732,"about_ca_system_score_gemma":0.004257626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2002328,"about_ca_topic_score_gemma":0.274326,"domain_scores_codex":[0.9973701,0.001374999,0.0005135495,0.0001623789,0.0001265746,0.0004523771],"domain_scores_gemma":[0.9960861,0.001653971,0.0006561396,0.0002732916,0.001169124,0.0001614409],"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":[0.00002150472,0.00007227909,0.5686495,0.00002768001,0.0002975385,0.0004474468,0.007593812,0.00003150207,0.0004165064,0.3445042,0.000732396,0.07720564],"study_design_scores_gemma":[0.00150791,0.001174158,0.07750656,0.0008138913,0.0001558572,0.01830123,0.3123097,0.00002061782,0.0008702514,0.0500021,0.5366758,0.0006618634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957938,0.006264158,0.002442686,0.02679903,0.0008242229,0.0000343671,0.00001047383,0.00002591105,0.005661111],"genre_scores_gemma":[0.9718143,0.00001784466,0.02741887,0.0001689158,0.00004968781,0.000002500244,0.000004918601,0.00002035521,0.0005026236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5359434,"threshold_uncertainty_score":0.9975271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205841032773676,"score_gpt":0.371355376993803,"score_spread":0.3507712737164354,"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."}}