{"id":"W4318716970","doi":"10.2139/ssrn.4323847","title":"Terra Cognita: Surveillance of Young Peoples’ Favourite Websites","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Skepticism; Snapshot (computer storage); Internet privacy; Favourite; Political science; Infatuation; Media studies; Advertising; Sociology; Business; Law; Psychology; Computer science","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":[0.001241657,0.0002327161,0.0001233325,0.00315572,0.001138753,0.001610455,0.000430322,0.0007461431,0.009849005],"category_scores_gemma":[0.005827538,0.000155793,0.0001456501,0.001670536,0.0002857862,0.001130043,0.001207387,0.0005462687,0.003421683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263348,"about_ca_system_score_gemma":0.0008952952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02431286,"about_ca_topic_score_gemma":0.04320505,"domain_scores_codex":[0.999353,0.0001959203,0.00003587894,0.00008662082,0.000244012,0.00008461684],"domain_scores_gemma":[0.9937962,0.001793044,0.001191202,0.0005688468,0.001509177,0.001141554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002039392,0.0002229537,0.4525885,0.0005172334,0.00004421869,0.00137536,0.02838126,0.0001063936,0.00525285,0.003137351,0.2464224,0.2617475],"study_design_scores_gemma":[0.00001493749,0.0001909675,0.6168126,0.0003874672,0.00004059086,0.001424819,0.04008577,0.001017117,0.003011407,0.0007426112,0.3362118,0.00005989309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6962736,0.003080107,0.002452787,0.0131285,0.001016663,0.000394383,0.02209986,0.001669925,0.2598841],"genre_scores_gemma":[0.8579848,0.001556341,0.008385384,0.002165215,0.0007667749,0.0003735982,0.008127707,0.0002464819,0.1203937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02431286,"threshold_uncertainty_score":0.04834265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865261541768587,"score_gpt":0.2382676065498498,"score_spread":0.219614991132164,"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."}}