{"id":"W4415990245","doi":"10.3390/computers14110484","title":"Bidirectional Privacy Preservation in Web Services","year":2025,"lang":"en","type":"article","venue":"Computers","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Service provider; Privacy software; Information privacy; Privacy policy; Privacy by Design; Anonymity; Service (business); Web service","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007650484,0.0009367464,0.001002871,0.001632801,0.002545057,0.004859393,0.002780822,0.001841324,0.002229898],"category_scores_gemma":[0.01368206,0.0008878164,0.001804332,0.002663156,0.003657387,0.01110608,0.009097495,0.003300135,0.0007970553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002770754,"about_ca_system_score_gemma":0.003298305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132362,"about_ca_topic_score_gemma":0.001492389,"domain_scores_codex":[0.9861741,0.003668072,0.001117197,0.001747796,0.005479095,0.001813833],"domain_scores_gemma":[0.9878865,0.003443031,0.001149976,0.005946654,0.001176277,0.0003975487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007290423,0.0003728873,0.00351033,0.0004587959,0.0001829187,0.000987092,0.001992477,0.1112426,0.01891082,0.6110263,0.003883841,0.2467029],"study_design_scores_gemma":[0.00008202899,0.0001232743,0.0006180246,0.0001456771,0.0001740242,0.0007195331,0.0004756998,0.4524989,0.04318071,0.4720936,0.02981374,0.00007486324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02980517,0.0004112111,0.9597859,0.001031151,0.00004949552,0.0001968504,0.00009226525,0.001886357,0.006741599],"genre_scores_gemma":[0.789167,0.0005695858,0.2034187,0.0004190321,0.000113723,0.00024103,0.0002174644,0.0003253546,0.005528049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007650484,"threshold_uncertainty_score":0.04046011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435617900869347,"score_gpt":0.3067538374840581,"score_spread":0.2823976584753646,"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."}}