{"id":"W2929496807","doi":"","title":"Data Minefield: How AI is Prodding Governments to Rethink Trade in Data","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Data Protection Act 1998; Data science; Computer science; Business; Computer security; World Wide Web","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.008708722,0.0002389434,0.0003641442,0.0003374612,0.000332868,0.000614341,0.005149283,0.0004164891,0.000115809],"category_scores_gemma":[0.005242086,0.0002745975,0.00003757368,0.0002552457,0.0003365555,0.0008662516,0.00962298,0.001997842,0.0000471368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107879,"about_ca_system_score_gemma":0.0008629895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002314429,"about_ca_topic_score_gemma":0.02361319,"domain_scores_codex":[0.9953424,0.0007687258,0.000478324,0.00185632,0.0006918322,0.0008623946],"domain_scores_gemma":[0.9951352,0.0004182576,0.000164736,0.003971595,0.0000548768,0.0002553393],"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":[0.0006091285,0.0005544866,0.006457906,0.001130876,0.0001730176,0.0002488997,0.03313185,0.0001862873,0.0002676678,0.0007809587,0.1079707,0.8484882],"study_design_scores_gemma":[0.0003381957,0.000101514,0.001553816,0.0006943995,0.00002577413,0.000002414848,0.01667664,0.005002551,0.00006806885,0.0005479755,0.9744406,0.0005480168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3906727,0.0005104772,0.0002244487,0.1803475,0.005212791,0.01040386,0.0156802,0.0002867958,0.3966612],"genre_scores_gemma":[0.8958626,0.05308712,0.01319941,0.006308424,0.008160309,0.0004040199,0.005391852,0.0003409396,0.01724527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8664699,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2221783330660466,"score_gpt":0.4314075260140168,"score_spread":0.2092291929479702,"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."}}