{"id":"W7099261016","doi":"","title":"SUMMARY","year":2009,"lang":"en","type":"article","venue":"","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public transport; Negotiation; Order (exchange); Plan (archaeology); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001539305,0.0008494824,0.0006029024,0.001942905,0.001798986,0.003984451,0.001546581,0.001982393,0.4952314],"category_scores_gemma":[0.005488226,0.0003039099,0.0006871831,0.001647136,0.000422851,0.002185027,0.002209492,0.001650525,0.3705403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958046,"about_ca_system_score_gemma":0.004847245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006135355,"about_ca_topic_score_gemma":0.007330138,"domain_scores_codex":[0.9985701,0.0001810226,0.0001058309,0.0002344024,0.0006676489,0.0002409719],"domain_scores_gemma":[0.9967687,0.0002400965,0.000117692,0.0003161504,0.001893384,0.0006641176],"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":[0.00007155103,0.00003340984,0.0006275944,0.0001673212,0.000005686559,0.0001201155,0.00009251943,0.00004852701,0.0001586648,0.00431494,0.8784042,0.1159554],"study_design_scores_gemma":[0.000007003089,0.00002320276,0.0008191749,0.0001190615,0.000003833371,0.0001178396,0.00009211987,0.0000150918,0.00008383827,0.0008030548,0.9979114,0.000004381682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002954846,0.009416922,0.003875154,0.04585446,0.02820344,0.0007023144,0.0223314,0.00186432,0.8847972],"genre_scores_gemma":[0.01064045,0.006713313,0.001802392,0.01224167,0.004128389,0.0003464896,0.01383513,0.0003706741,0.9499214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5047686,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100100715027882,"score_gpt":0.2205906654505034,"score_spread":0.2095896583002246,"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."}}