{"id":"W4392158895","doi":"10.1109/upcon59197.2023.10434592","title":"Ad Hoc Networks: Adaptable Connectivity for Contemporary Business Needs","year":2023,"lang":"en","type":"article","venue":"","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Wireless ad hoc network; Computer science; Mobile ad hoc network; Computer network; Telecommunications; Wireless","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312745,0.000196932,0.0003091121,0.0001543274,0.0002355277,0.0002060205,0.0006163168,0.0001268155,0.00002699853],"category_scores_gemma":[0.0000172978,0.0001731908,0.00009333347,0.001722934,0.00005284298,0.0005873994,0.0002891463,0.0001150559,0.00007132514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002156689,"about_ca_system_score_gemma":0.000229882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002372905,"about_ca_topic_score_gemma":0.00001209712,"domain_scores_codex":[0.9985399,0.00004544047,0.0002836249,0.0004025073,0.0002050913,0.0005234726],"domain_scores_gemma":[0.9983677,0.0005726934,0.00009416485,0.0005742055,0.0002157444,0.0001755142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001002062,0.0001116294,0.0005788791,0.00004715982,0.00006993218,0.00008588145,0.0002610814,0.00518512,0.00002028708,0.07555508,0.5287793,0.3892055],"study_design_scores_gemma":[0.0005656965,0.00007112169,0.000469791,0.00002164873,0.000005349276,0.000008752937,0.00008986692,0.8922626,0.000007232929,0.003174651,0.1030817,0.0002416202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001768348,0.0008649739,0.9782097,0.001754071,0.001453081,0.0004107349,0.00000783763,0.0009701652,0.01456113],"genre_scores_gemma":[0.9807112,0.0001797881,0.007934134,0.001066066,0.0002711097,0.00008696071,0.00004376812,0.00002283321,0.009684151],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9789428,"threshold_uncertainty_score":0.7062516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05976028168347003,"score_gpt":0.2551662625552378,"score_spread":0.1954059808717677,"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."}}