{"id":"W2964294337","doi":"10.1145/3133956.3134055","title":"POISED","year":2017,"lang":"en","type":"article","venue":"","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Engineering and Physical Sciences Research Council; Defense Advanced Research Projects Agency; European Commission; Office of Naval Research; Google; National Science Foundation","keywords":"Computer science; Trustworthiness; Computer security; Spambot; Internet privacy; World Wide Web; Spamming; The Internet","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001321835,0.0005359841,0.0003739489,0.001237504,0.004224356,0.006758776,0.0009166009,0.002513876,0.1645544],"category_scores_gemma":[0.004791371,0.0003092616,0.000387391,0.0009899886,0.00312978,0.005594292,0.003904608,0.00333107,0.07509817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269181,"about_ca_system_score_gemma":0.001235919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352498,"about_ca_topic_score_gemma":0.002728933,"domain_scores_codex":[0.9988293,0.0002559986,0.000040533,0.0002920113,0.0003752414,0.0002069553],"domain_scores_gemma":[0.9980028,0.000336245,0.0001367564,0.0004335242,0.0005534646,0.0005372263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001735146,0.00009124249,0.002731508,0.0001715739,0.00001534741,0.0005081798,0.004215682,0.0001780985,0.001777596,0.4778142,0.3457064,0.1666167],"study_design_scores_gemma":[0.000006205071,0.00002826869,0.0006281152,0.00005173489,0.00000341423,0.0003060408,0.0007113433,0.0001947116,0.0004298201,0.01572777,0.9819002,0.0000124077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0104067,0.001871466,0.01069853,0.02054511,0.005020946,0.0001264366,0.0004869237,0.0007150309,0.9501289],"genre_scores_gemma":[0.07684757,0.001283381,0.003392195,0.005583831,0.0007737949,0.00007481164,0.0004071657,0.0003179842,0.9113191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8354456,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205595429437866,"score_gpt":0.2554992704245957,"score_spread":0.2349397274808092,"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."}}