{"id":"W4246704328","doi":"10.32920/ryerson.14654550","title":"Investigation of vehicle to vehicle communication system using visible light technology","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Visible light communication; Non-line-of-sight propagation; Computer science; Transmitter; Communications system; Electronic engineering; Orthogonal frequency-division multiplexing; Channel (broadcasting); Wireless; Light-emitting diode; Telecommunications; Engineering; Electrical engineering","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":[0.0001609442,0.0001773165,0.0002123517,0.0001806412,0.0002213353,0.0005293473,0.000250917,0.0004263147,0.001091638],"category_scores_gemma":[0.0002788122,0.0000883902,0.0002450188,0.0001830446,0.0001542148,0.00038119,0.0001730014,0.0002144393,0.0002868049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067191,"about_ca_system_score_gemma":0.0003532991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709319,"about_ca_topic_score_gemma":0.0009313599,"domain_scores_codex":[0.9998133,0.00004116696,0.000005671931,0.00003009539,0.00008080564,0.0000289769],"domain_scores_gemma":[0.9998668,0.00004505162,0.00001570294,0.00000740406,0.00005995536,0.000005022304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004516911,0.0002294595,0.02533315,0.0009703066,0.0001305606,0.002078438,0.0006420811,0.362222,0.4182988,0.02515396,0.002819254,0.1616703],"study_design_scores_gemma":[0.00001144291,0.0008620452,0.0109529,0.00006358942,0.00004890509,0.0005447171,0.0004350538,0.9103468,0.06494281,0.002485219,0.009275473,0.00003101821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.792317,0.00337599,0.166524,0.0006288062,0.00011079,0.0001379061,0.0001509837,0.0003577021,0.0363968],"genre_scores_gemma":[0.9878413,0.00116172,0.006510196,0.00003345349,0.00001548857,0.00002603902,0.00005539987,0.000007633687,0.004348703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001709319,"threshold_uncertainty_score":0.003651857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833050380155941,"score_gpt":0.2479423046275156,"score_spread":0.2196118008259562,"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."}}