{"id":"W7016132805","doi":"","title":"Youth Perspectives on Privacy Dark Patterns","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Salience (neuroscience); Set (abstract data type); Great Rift; Personally identifiable information; Focus group; Social network (sociolinguistics); Focus (optics); Information privacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007358638,0.0002983218,0.0002923006,0.000724272,0.001232391,0.0005248289,0.001781321,0.0002966008,0.00005548028],"category_scores_gemma":[0.0004818248,0.0003482266,0.0001681752,0.0009060669,0.0002876551,0.00198875,0.0007908009,0.0007303212,0.0001912528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944405,"about_ca_system_score_gemma":0.0003045368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200485,"about_ca_topic_score_gemma":0.005371093,"domain_scores_codex":[0.9970875,0.0007258487,0.0002204986,0.0007943807,0.0005601605,0.0006115548],"domain_scores_gemma":[0.9983478,0.000137794,0.0001554046,0.0008952858,0.0002075096,0.0002562368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001746613,0.0002504051,0.9644864,0.00003754811,0.000077325,0.00006297242,0.02783424,0.000002142092,0.00006260776,0.005838196,0.000007955509,0.001165524],"study_design_scores_gemma":[0.001414623,0.00017068,0.9104563,0.0003893708,0.0001333007,0.000001828671,0.06544819,1.200253e-7,0.0006367245,0.002470325,0.01826914,0.0006093697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865202,0.0001139741,0.001582788,0.001568544,0.0006470294,0.000526712,0.0001117095,0.0003794681,0.008549536],"genre_scores_gemma":[0.9926812,0.000321545,0.00002135462,0.0004019964,0.0002216697,0.000002123618,0.00003474061,0.00002211063,0.006293242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05403009,"threshold_uncertainty_score":0.999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09056975585404722,"score_gpt":0.3440047823737486,"score_spread":0.2534350265197014,"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."}}