{"id":"W2625329257","doi":"","title":"IMAGINING DARKNETS: PRIVACY AS COMMODITY AESTHETICS","year":2015,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Subjectivity; Alienation; Materiality (auditing); Consumption (sociology); Sociology; Identity (music); Aesthetics; Commodity; Relation (database); Epistemology; Law; Economics; Political science; Computer science; Social science; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003858315,0.0001377271,0.0002225122,0.0002696076,0.0002978254,0.0001820897,0.001605978,0.000179073,0.0002841354],"category_scores_gemma":[0.009790502,0.0001364207,0.00005571433,0.001251566,0.0009493535,0.0003794078,0.0007312627,0.0008524756,0.000202838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003563728,"about_ca_system_score_gemma":0.001108361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03684359,"about_ca_topic_score_gemma":0.00373895,"domain_scores_codex":[0.9958054,0.001330777,0.0003069018,0.0003706132,0.001475253,0.0007109912],"domain_scores_gemma":[0.9970637,0.0003399104,0.0001035669,0.000563537,0.001550409,0.0003788616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001656268,0.0016183,0.03758002,0.0001900329,0.0003140904,0.0001219154,0.2881,0.00001193214,0.01317379,0.09023896,0.4785834,0.08841134],"study_design_scores_gemma":[0.001469376,0.001359006,0.002627035,0.0001771451,0.00001923057,0.0000257706,0.02053217,0.0005168277,0.01338104,0.023945,0.9354507,0.0004967141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7050077,0.000606017,0.0001256124,0.006754629,0.0003635147,0.0007496437,0.00002154403,0.0002241039,0.2861473],"genre_scores_gemma":[0.9973435,0.0001926322,0.00054344,0.00008230862,0.0001842446,0.00002789867,0.00004827959,0.00001987981,0.001557846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4568673,"threshold_uncertainty_score":0.9985505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09020866899412523,"score_gpt":0.3986167767354452,"score_spread":0.3084081077413199,"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."}}