{"id":"W2392055549","doi":"","title":"On Pivotal Techniques of the Internet Information Checking","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; The Internet; Key (lock); Architecture; Object (grammar); Word (group theory); World Wide Web; Information retrieval; Computer security; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009037719,0.00007211142,0.00007745937,0.00009460324,0.0000726826,0.0001006645,0.0009000998,0.00002995979,0.000002421075],"category_scores_gemma":[5.483064e-7,0.00005353162,0.00006854439,0.0004048269,0.00003170756,0.0002799528,0.0002573101,0.00007389454,0.00003659626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002080319,"about_ca_system_score_gemma":0.00001738782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009041898,"about_ca_topic_score_gemma":0.000004258681,"domain_scores_codex":[0.9994214,0.00001609433,0.0002228387,0.0001338363,0.0001131534,0.00009266433],"domain_scores_gemma":[0.9993123,0.00002985913,0.0001338913,0.0004546627,0.00005583687,0.00001346569],"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":[0.00000119489,0.0001506514,0.0008091219,0.0000213751,0.00002149979,1.365909e-7,0.0003386794,0.0002381331,0.006246971,0.3425047,0.02673828,0.6229293],"study_design_scores_gemma":[0.0001998782,0.00003969456,0.009202017,0.0000749399,0.00001933945,0.00001427338,0.00001191799,0.02596533,0.2466573,0.01040617,0.7071315,0.0002776799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005051523,0.000006715091,0.9914079,0.0003727387,0.00000991929,0.000161892,0.000008222621,0.0001088709,0.002872201],"genre_scores_gemma":[0.7456408,7.98088e-7,0.2536719,0.000369437,0.00005951183,0.0000864502,0.0000300112,0.00000356614,0.0001374999],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7405893,"threshold_uncertainty_score":0.2182956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003547873753416126,"score_gpt":0.1963704542337575,"score_spread":0.1928225804803413,"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."}}