{"id":"W1908485911","doi":"","title":"Privacy and Personal Data Protection: Albatross for Access?","year":2004,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Data Protection Act 1998; Albatross; Computer security; Data access; Privacy protection; Business; Computer science; Biology; Fishery","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0009188284,0.0002267581,0.0002278475,0.0002667635,0.001555051,0.0009668919,0.002217336,0.0002508387,0.00002048084],"category_scores_gemma":[0.0004752253,0.0002671907,0.00007163356,0.0004797123,0.0003503351,0.007440855,0.001851026,0.0004206528,0.00003607896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271261,"about_ca_system_score_gemma":0.0003692323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002944593,"about_ca_topic_score_gemma":0.01374884,"domain_scores_codex":[0.9978401,0.0002185472,0.0001851286,0.0008005588,0.0004328881,0.0005227738],"domain_scores_gemma":[0.9985249,0.0000692211,0.0001694053,0.0007608222,0.0001708841,0.0003047737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006382652,0.0003920892,0.9724127,0.0002982121,0.0001745288,0.0001054497,0.01273052,0.000007152259,0.0006479861,0.002910406,0.00001837014,0.009664307],"study_design_scores_gemma":[0.005473961,0.0004048072,0.7745761,0.0002823194,0.0002180349,0.00005213543,0.003564209,0.000002747735,0.001104719,0.01261172,0.2005599,0.001149309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804439,0.0001330803,0.01383992,0.003335963,0.0004043819,0.001214367,0.000217527,0.0002317228,0.0001791175],"genre_scores_gemma":[0.9977551,0.0001944871,0.0002385662,0.0002281326,0.0005296582,0.000008300937,0.0001056891,0.00002688905,0.0009132384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005415,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2371182684421111,"score_gpt":0.3907688833115303,"score_spread":0.1536506148694192,"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."}}