{"id":"W4388008058","doi":"10.1145/3616390","title":"Proceedings of the Int'l ACM Symposium on Mobility Management and Wireless Access","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wireless; Coronavirus disease 2019 (COVID-19); Telecommunications; Mobility management; Library science; Computer science; Political science; Media studies; Sociology; Medicine","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":[0.001169786,0.0009387397,0.001035827,0.0008519073,0.0007110544,0.003076003,0.001065458,0.001229812,0.08704156],"category_scores_gemma":[0.002304722,0.0003574912,0.0005098753,0.0009249684,0.0006155111,0.003024281,0.001547023,0.00270781,0.05234695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176256,"about_ca_system_score_gemma":0.001511007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003929242,"about_ca_topic_score_gemma":0.006264373,"domain_scores_codex":[0.9992715,0.0001823972,0.00005253841,0.0001028593,0.0003028539,0.00008798167],"domain_scores_gemma":[0.9983033,0.0003794778,0.00007328776,0.0002780954,0.0006431858,0.0003225486],"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":[0.0001414114,0.0001446213,0.0008847758,0.0002467012,0.00004820164,0.0001620437,0.0001858535,0.0004666309,0.002662339,0.008759398,0.7387449,0.2475531],"study_design_scores_gemma":[0.000009886927,0.00005849468,0.0007612661,0.0001013372,0.000026592,0.0002082209,0.00009076584,0.002446837,0.0005167695,0.002678895,0.9930876,0.00001335585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01255039,0.08589412,0.1992995,0.02728705,0.07307138,0.0006229451,0.005524217,0.005713517,0.5900369],"genre_scores_gemma":[0.0393828,0.04312121,0.03438225,0.002041659,0.007234189,0.0002921234,0.00774817,0.0007227945,0.8650748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9129584,"threshold_uncertainty_score":0.291183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481974322741793,"score_gpt":0.2691030540572137,"score_spread":0.2442833108297958,"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."}}