{"id":"W2966299726","doi":"10.14393/ufu.di.2019.1267","title":"Avaliação da propagação do sinal LoRa e desenvolvimento de um método para auxiliar o planejamento de redes IoT usando otimização do modelo de Hata","year":2019,"lang":"pt","type":"dissertation","venue":"","topic":"IoT Networks and Protocols","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Computer science","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001818575,0.00190568,0.001675258,0.0004977579,0.0004949896,0.001617599,0.001509834,0.001959087,0.003035716],"category_scores_gemma":[0.00009649542,0.001915694,0.0005931515,0.000579778,0.0001007259,0.0004741469,0.0002142349,0.001867361,0.0007403059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670239,"about_ca_system_score_gemma":0.001173212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445112,"about_ca_topic_score_gemma":0.0002580774,"domain_scores_codex":[0.9921495,0.0005071753,0.00160737,0.001625313,0.001106336,0.003004324],"domain_scores_gemma":[0.9962404,0.0003523292,0.000563622,0.00162967,0.0002715049,0.0009425052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002454365,0.0005523536,0.003864717,0.004838917,0.001188216,0.0003304799,0.007346604,0.9329038,0.007256255,0.003021072,0.02383891,0.0124043],"study_design_scores_gemma":[0.003393744,0.0006221818,0.0002844086,0.003602463,0.0006729434,0.0001478802,0.002899954,0.9651574,0.01042812,0.001438309,0.008423387,0.002929186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1739058,0.009370646,0.7012928,0.000465439,0.004449049,0.06699162,0.0008776532,0.002186906,0.04046011],"genre_scores_gemma":[0.8660197,0.001416183,0.04332253,0.0004431844,0.001516634,0.01229189,0.003908602,0.001212247,0.06986906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6921139,"threshold_uncertainty_score":0.9994188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795338355251342,"score_gpt":0.3055966914988579,"score_spread":0.2676433079463445,"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."}}