{"id":"W2050482694","doi":"10.1145/2590296.2590304","title":"pTwitterRec","year":2014,"lang":"en","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Internet privacy; World Wide Web; Social media; Social network (sociolinguistics); Order (exchange); Task (project management); Overhead (engineering); Encryption; Recommender system; Computer security","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":[0.00079491,0.00158804,0.0007810913,0.0007910493,0.001274102,0.002210168,0.003125315,0.001606039,0.09739954],"category_scores_gemma":[0.005182925,0.0007729804,0.0007811416,0.0009466553,0.0006644362,0.003530238,0.003193908,0.001837617,0.0960815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006784574,"about_ca_system_score_gemma":0.001431827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004206167,"about_ca_topic_score_gemma":0.006277745,"domain_scores_codex":[0.9984646,0.0001726262,0.00009318719,0.0003489569,0.0007218726,0.0001987648],"domain_scores_gemma":[0.9978301,0.0002718448,0.0001371251,0.001082189,0.0004571791,0.000221558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001094053,0.0003321449,0.003015092,0.0008355395,0.00008890527,0.0008764801,0.0006306174,0.004364992,0.01785062,0.02193936,0.6023739,0.3465983],"study_design_scores_gemma":[0.0001471688,0.0003271133,0.001441619,0.0000949821,0.00004146791,0.001508852,0.0001850223,0.05760975,0.02165227,0.01302592,0.9038304,0.000135471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.02302883,0.001842608,0.295665,0.002020437,0.00127436,0.002213751,0.01654813,0.345874,0.3115329],"genre_scores_gemma":[0.2067118,0.002302911,0.1896914,0.003142091,0.0004811494,0.002039258,0.06672304,0.03529008,0.4936184],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.09739954,"threshold_uncertainty_score":0.3258339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186792565135659,"score_gpt":0.3091266513740239,"score_spread":0.2772587257226673,"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."}}