{"id":"W2353668318","doi":"","title":"Email Classification Based on the Glue of Content","year":2008,"lang":"en","type":"article","venue":"Jisuanji fangzhen","topic":"Geoscience and Mining Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"GLUE; Measure (data warehouse); Vector space model; Computer science; Artificial intelligence; Content (measure theory); Data mining; Mathematics; Engineering","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":[0.00117958,0.0007786412,0.0008921606,0.01379244,0.0007535729,0.00195138,0.0005633957,0.001014353,0.002572769],"category_scores_gemma":[0.008949383,0.0002330014,0.0008184259,0.006676637,0.0007419342,0.005075311,0.001492994,0.0006601237,0.002046561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008335162,"about_ca_system_score_gemma":0.0005714908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481629,"about_ca_topic_score_gemma":0.001465335,"domain_scores_codex":[0.9979352,0.0003470072,0.0002165047,0.0004232268,0.0008982897,0.0001798328],"domain_scores_gemma":[0.9952982,0.001434006,0.0006661573,0.0005819547,0.001770858,0.0002488434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006471769,0.0002263036,0.04716321,0.0003120291,0.0001862263,0.0003028653,0.0006221993,0.008094341,0.0363389,0.01228661,0.006842271,0.8869779],"study_design_scores_gemma":[0.00003547471,0.0005122436,0.06685969,0.0001421289,0.0002557775,0.001111438,0.0009706705,0.8382996,0.04045554,0.0395471,0.01163958,0.0001707398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3342631,0.001048308,0.6405045,0.0003878742,0.000327642,0.000380285,0.001220844,0.007166663,0.01470082],"genre_scores_gemma":[0.8623924,0.0002831294,0.1325899,0.00007044214,0.0001413585,0.0001278822,0.001113811,0.0001552806,0.003125831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01379244,"threshold_uncertainty_score":0.008606791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166583707788743,"score_gpt":0.224267945265866,"score_spread":0.1076095744869917,"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."}}