{"id":"W3122035685","doi":"","title":"File Sharing, Network Architecture, and Copyright Enforcement: An Overview","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"File sharing; Enforcement; Intellectual property; Architecture; The Internet; Law enforcement; Internet privacy; Business; Computer science; Law and economics; World Wide Web; Political science; Law; Economics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001779623,0.000486431,0.0006309317,0.0005216804,0.0003842841,0.001023327,0.001030917,0.0003991128,0.03054282],"category_scores_gemma":[0.0002553147,0.0004231391,0.0001544735,0.0002253048,0.0002758703,0.0007712299,0.003807482,0.00174258,0.000170353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495426,"about_ca_system_score_gemma":0.0001063876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067443,"about_ca_topic_score_gemma":0.001105282,"domain_scores_codex":[0.9966484,0.00006176216,0.0006531386,0.001100711,0.0003005708,0.001235432],"domain_scores_gemma":[0.9982114,0.0002100736,0.000251965,0.001088508,0.000140029,0.00009806771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005838778,0.0005564464,0.008529947,0.003106752,0.0003637036,0.00003881717,0.0007568329,0.004952424,0.0000299226,0.02309518,0.08522534,0.8727608],"study_design_scores_gemma":[0.0003770342,0.00003223648,0.001924066,0.0004722239,0.00002551567,0.000003850732,0.00007577948,0.08967977,0.000008722935,0.02020015,0.8865356,0.0006649935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03795842,0.002721797,0.000006242126,0.0001893392,0.0009539453,0.001348538,0.00006136107,0.0001470386,0.9566133],"genre_scores_gemma":[0.9602643,0.01516955,0.0005171067,0.001697424,0.008702623,0.0005477999,0.001463747,0.0002528701,0.01138453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9452288,"threshold_uncertainty_score":0.999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07638680117305457,"score_gpt":0.3046694863206263,"score_spread":0.2282826851475717,"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."}}