{"id":"W7072429801","doi":"","title":"WorldCat Selection Users Group (January 2010)","year":2010,"lang":"en","type":"other","venue":"","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Presentation (obstetrics); Group (periodic table); Information system; Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001750255,0.0005076497,0.0004373891,0.0002943233,0.00004409527,0.00006195059,0.0003027558,0.001024444,0.009626924],"category_scores_gemma":[0.000009569372,0.0005137681,0.0001533374,0.0003024201,0.00006370816,0.0001044309,0.00006105036,0.001231362,0.000783443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393644,"about_ca_system_score_gemma":0.00001783809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008054831,"about_ca_topic_score_gemma":0.02310145,"domain_scores_codex":[0.9984542,0.00003593398,0.0002700647,0.0004558706,0.0002604764,0.0005234869],"domain_scores_gemma":[0.9991307,0.00004116903,0.00006833927,0.0005938156,0.00002249569,0.0001435004],"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":[0.000006886502,0.00003981583,0.0003506134,0.0001722927,0.0001132558,0.000003201708,0.00003206235,0.0002241387,0.0001367115,0.0002132474,0.9939207,0.004787013],"study_design_scores_gemma":[0.0003378835,0.00002079677,0.0004006337,0.00007285126,0.00006293334,0.000006488497,0.000006809262,0.005331916,0.000129491,0.0001817815,0.9928036,0.0006448061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000402849,0.001850101,0.005161871,0.00002134802,0.01050416,0.0007354461,0.00002655268,0.003794257,0.9775034],"genre_scores_gemma":[0.006008775,0.0007238593,0.003681584,0.0001524652,0.004310594,0.0001174451,0.0001889136,0.00148078,0.9833356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02229596,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00506125660822445,"score_gpt":0.1891234722682037,"score_spread":0.1840622156599792,"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."}}