{"id":"W4306407885","doi":"10.3138/cjc.2022-0036","title":"Re-framing Educational Technology","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Framing (construction); Political science; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.01032394,0.001292142,0.0006648122,0.005700948,0.008547684,0.02197813,0.002206912,0.006609138,0.01877664],"category_scores_gemma":[0.01838297,0.0005822631,0.0008581909,0.002234089,0.0292364,0.01841376,0.01211332,0.009692842,0.003971727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01908898,"about_ca_system_score_gemma":0.02272838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06360274,"about_ca_topic_score_gemma":0.0624311,"domain_scores_codex":[0.983805,0.007749775,0.0005093766,0.001622178,0.004402366,0.001911331],"domain_scores_gemma":[0.9852678,0.004816935,0.0005463145,0.003381662,0.004388327,0.001599151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001316853,0.00002583472,0.0003558023,0.00006482898,0.000007669615,0.00009183562,0.01894945,0.0001932177,0.0002743902,0.9387898,0.01313729,0.02809671],"study_design_scores_gemma":[0.00001319212,0.00002523602,0.0006192315,0.0004888523,0.00003145098,0.0001344536,0.0188758,0.0005797183,0.0007388915,0.285634,0.6928266,0.00003247559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02196449,0.004772746,0.04468082,0.1116719,0.007362512,0.00009911217,0.0001150551,0.0005335532,0.8087997],"genre_scores_gemma":[0.786375,0.003374864,0.01753037,0.01573772,0.001684376,0.0001654256,0.0001716553,0.0007314587,0.1742291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06360274,"threshold_uncertainty_score":0.1385009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524715100997347,"score_gpt":0.325287810703667,"score_spread":0.3000406596936935,"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."}}