{"id":"W2950913393","doi":"10.48550/arxiv.0807.4912","title":"Research Challenges in Management and Compliance of Policies on the Web","year":2008,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"World Wide Web; Computer science; Web development; Web standards; Web Accessibility Initiative; Compliance (psychology); sync; Business; Internet privacy; Web application security; Web page","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001982144,0.0001078068,0.0001747939,0.0001895957,0.0003839805,0.00003200206,0.0007969622,0.0001533011,0.00001935004],"category_scores_gemma":[0.0003270844,0.00008738588,0.00003375141,0.0002236691,0.0006917049,0.00006420797,0.001443985,0.0006514884,0.00003671559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002143,"about_ca_system_score_gemma":0.00007738482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005896345,"about_ca_topic_score_gemma":0.004441681,"domain_scores_codex":[0.9980894,0.0005906259,0.0001807396,0.0003469855,0.0004944627,0.0002977634],"domain_scores_gemma":[0.9989418,0.0002384706,0.00008651378,0.0006071949,0.00008104789,0.00004496896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002465212,0.001127578,0.2971746,0.002753396,0.0002370224,0.00007478195,0.2295058,0.0000603023,0.0001690044,0.4178105,0.02102152,0.02981896],"study_design_scores_gemma":[0.0003014976,0.00009143229,0.8372595,0.000936642,0.000009345191,9.102409e-7,0.03939344,0.00004386286,0.0001973542,0.04581622,0.07566955,0.0002802821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163687,0.00295415,0.00000229552,0.02019917,0.0001906469,0.0006776304,0.00001641701,0.00002806103,0.05956293],"genre_scores_gemma":[0.8813872,0.1180491,0.00002786914,0.00005178201,0.0001372221,0.0000794138,0.000002991372,0.000006845498,0.0002576355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5400848,"threshold_uncertainty_score":0.8913549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4311414575840325,"score_gpt":0.426413829465853,"score_spread":0.004727628118179505,"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."}}