{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317277,0.0001411084,0.0002189097,0.0002223607,0.0003627449,0.0001952224,0.0004173794,0.0000413263,0.0001667449],"category_scores_gemma":[0.0002134613,0.0001243164,0.0001267242,0.0001452252,0.0001739358,0.0003128496,0.00007379361,0.0007895499,0.0002734676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684642,"about_ca_system_score_gemma":0.0007942448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002004694,"about_ca_topic_score_gemma":0.01938131,"domain_scores_codex":[0.9979237,0.0001111145,0.0003848808,0.0001329697,0.0003133793,0.001134005],"domain_scores_gemma":[0.9989765,0.0002219401,0.0002470787,0.0002687018,0.0002276831,0.00005813985],"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":[0.0000695882,0.000109515,0.01310006,0.00005828349,0.0002664077,0.000004611517,0.01256342,0.00001640578,0.0003786607,0.959381,0.006184512,0.00786749],"study_design_scores_gemma":[0.001176751,0.0005889699,0.007319099,0.0001474623,0.00005252778,0.0002345855,0.009601061,0.0002286682,0.000138858,0.9642879,0.01571086,0.0005132423],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7354585,0.006717571,0.0001537163,0.001239118,0.0006958832,0.0002084694,0.0000376257,0.0001956636,0.2552935],"genre_scores_gemma":[0.9799038,0.01034455,0.000006111203,0.0000354643,0.0004300665,0.000006150854,0.00005133994,0.00002847717,0.009194086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2460994,"threshold_uncertainty_score":0.9985124,"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."}}