{"id":"W3119660123","doi":"","title":"Role of Feedback in Improving Novice Users' Security Performance Using Construal Level and Valance Framing.","year":2020,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Construal level theory; Framing (construction); Computer science; Human–computer interaction; Psychology; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002394754,0.0003233958,0.0002592309,0.0002481768,0.000232951,0.0009299665,0.0003256655,0.0004090288,0.002806135],"category_scores_gemma":[0.02919462,0.0001261175,0.0001165309,0.0001285914,0.0003085857,0.0006384179,0.0005948642,0.0007379882,0.0003837654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093113,"about_ca_system_score_gemma":0.0005322443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008656494,"about_ca_topic_score_gemma":0.001341092,"domain_scores_codex":[0.9986691,0.0008800092,0.00003993988,0.0001038262,0.0002340077,0.00007314073],"domain_scores_gemma":[0.9836073,0.01239568,0.0009842127,0.0007764413,0.0008561037,0.001380275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01040434,0.01277371,0.1432082,0.0007262412,0.000183818,0.0002421599,0.01813094,0.004588536,0.07485319,0.002937482,0.00448373,0.7274677],"study_design_scores_gemma":[0.002936195,0.03230898,0.8137503,0.001086791,0.001148793,0.0005645896,0.01636497,0.05658536,0.04627266,0.01273845,0.01589097,0.0003518528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991392,0.0001365204,0.003232946,0.0003156953,0.00004676095,0.00005428402,0.00002543362,0.0001225221,0.00467373],"genre_scores_gemma":[0.9955558,0.00005180789,0.00336778,0.00005535957,0.000009643372,0.0000299481,0.00001632822,0.00001242249,0.0009009033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002806135,"threshold_uncertainty_score":0.01266479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421916342742288,"score_gpt":0.2528055124649854,"score_spread":0.2185863490375626,"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."}}