{"id":"W7115594008","doi":"10.61089/aot2025.cyhvt759","title":"The use of LoRa technology as an alternative to GPS in the navigation of a mountain vehicle intended for people with special needs","year":2025,"lang":"en","type":"article","venue":"Archives of Transport","topic":"IoT Networks and Protocols","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"Silesian University of Technology","keywords":"Global Positioning System; Inertial measurement unit; Navigation system; Wireless; Protocol (science); Inertial navigation system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105029,0.0003461475,0.0002185717,0.0009722156,0.0007036558,0.001623114,0.0005745966,0.000981465,0.001426305],"category_scores_gemma":[0.001870265,0.00021268,0.0003668754,0.0009657858,0.001252231,0.001933341,0.001180218,0.0008551319,0.001023599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281475,"about_ca_system_score_gemma":0.0008213452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636241,"about_ca_topic_score_gemma":0.001821729,"domain_scores_codex":[0.9986431,0.0005777996,0.00005837701,0.0001821921,0.0004007413,0.0001378073],"domain_scores_gemma":[0.9991543,0.0002444893,0.0001916829,0.0001094017,0.0002659093,0.00003428986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003378418,0.0001674901,0.01662325,0.001579017,0.00009778839,0.001725465,0.005025182,0.005060264,0.05557553,0.1387591,0.005598596,0.7694504],"study_design_scores_gemma":[0.0001381683,0.006458513,0.02260163,0.002151347,0.000604834,0.02000748,0.01347612,0.03141446,0.0889517,0.04321816,0.7705423,0.0004352304],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2103135,0.01794751,0.608613,0.006280318,0.0009417467,0.0006011378,0.0001911248,0.0009062971,0.1542054],"genre_scores_gemma":[0.7664875,0.01282171,0.1955169,0.0006614485,0.000394122,0.0002473367,0.000154175,0.00004921357,0.02366767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001636241,"threshold_uncertainty_score":0.005554557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185686395395601,"score_gpt":0.2534613449208106,"score_spread":0.2416044809668546,"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."}}