{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898239,0.000138504,0.0001918589,0.0001980117,0.00005959974,0.0003202436,0.0005410463,0.00008223909,0.00001358484],"category_scores_gemma":[0.00006715755,0.0001409234,0.00002761062,0.0002338773,0.00005001295,0.003807324,0.0001640031,0.0002045883,0.00004123344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006921914,"about_ca_system_score_gemma":0.0001555476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002071007,"about_ca_topic_score_gemma":0.000006637545,"domain_scores_codex":[0.9984853,0.00003756067,0.0006805821,0.0001450107,0.0004918474,0.0001596625],"domain_scores_gemma":[0.9988277,0.00003859201,0.0004586286,0.0001587884,0.0004342535,0.00008202205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001085476,0.00004893393,0.01994001,0.0004945858,0.00003951486,0.000001376078,0.05019955,0.003386537,0.001680373,0.8964605,0.00005375278,0.02758631],"study_design_scores_gemma":[0.0005837571,0.00005121031,0.005118424,0.0001270015,0.000001430418,0.00001609434,0.002589833,0.9892769,0.001038991,0.0001134919,0.0009269643,0.0001558477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185243,0.00002516981,0.05371112,0.0005024853,0.0005303888,0.0003516194,0.00007828116,0.00008264663,0.02619394],"genre_scores_gemma":[0.9984642,0.00001389211,0.001020639,0.0004345506,0.00003560591,0.000008977092,0.00001517837,0.000002820773,0.00000416797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858904,"threshold_uncertainty_score":0.5746691,"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."}}