{"id":"W2171719019","doi":"10.1109/acsac.2009.45","title":"Secure Web 2.0 Content Sharing Beyond Walled Gardens","year":2009,"lang":"en","type":"article","venue":"","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; World Wide Web; Login; USable; Web service; Architecture; Access control; Web content; Web page; Computer network","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003741448,0.0007097573,0.001409888,0.001843111,0.002450631,0.005649546,0.002031585,0.002506788,0.005264601],"category_scores_gemma":[0.008876812,0.001077187,0.0007492411,0.001624348,0.002016708,0.01069144,0.01077613,0.001661544,0.003964139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077872,"about_ca_system_score_gemma":0.001644123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454096,"about_ca_topic_score_gemma":0.001060089,"domain_scores_codex":[0.9944885,0.001540761,0.000377998,0.0008334169,0.001777446,0.0009818786],"domain_scores_gemma":[0.9890411,0.001395285,0.0009150549,0.006790213,0.001097596,0.0007607665],"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":[0.003118596,0.001462469,0.02386935,0.0004000789,0.0003708827,0.004113037,0.009094424,0.02434562,0.1010342,0.3106604,0.04246964,0.4790614],"study_design_scores_gemma":[0.000428322,0.0008630203,0.01101512,0.0004437341,0.0002233041,0.002220023,0.002613654,0.405354,0.1237774,0.2509187,0.2017551,0.0003876736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2908304,0.0009261527,0.6223924,0.001992012,0.0002666855,0.001013072,0.0003083487,0.02956632,0.05270468],"genre_scores_gemma":[0.9118874,0.0002863248,0.06684215,0.000389816,0.0001689718,0.0003258715,0.0004243082,0.0009139908,0.01876113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005649546,"threshold_uncertainty_score":0.01978689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678307934057127,"score_gpt":0.2254476065730747,"score_spread":0.1986645272325035,"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."}}