{"id":"W4220670973","doi":"10.1109/iccci54379.2022.9740853","title":"Review on Energy Efficient V2V Communication Techniques for a Dynamic and Congested Traffic Environment","year":2022,"lang":"en","type":"article","venue":"2022 International Conference on Computer Communication and Informatics (ICCCI)","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Computer science; Wireless; Efficient energy use; Information exchange; Beamforming; Field (mathematics); Energy (signal processing); Computer network; Distributed computing; 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":[0.0002898387,0.0008216735,0.000682393,0.0009732302,0.0002685061,0.0008078318,0.0008487243,0.0007193691,0.005329482],"category_scores_gemma":[0.0006252225,0.0003492724,0.0005511474,0.001672163,0.0002349189,0.001491881,0.0003868487,0.0008563036,0.001813247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002928098,"about_ca_system_score_gemma":0.0005394581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007078572,"about_ca_topic_score_gemma":0.000681088,"domain_scores_codex":[0.9998018,0.00003269579,0.00002180948,0.00004357816,0.00008014424,0.00002003713],"domain_scores_gemma":[0.9996387,0.0001851073,0.0000314055,0.00001706687,0.0001151613,0.00001256669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009729971,0.00008801503,0.0003413576,0.01088773,0.0001214057,0.0002278525,0.00008433898,0.01255383,0.0109979,0.02089166,0.03233788,0.9113708],"study_design_scores_gemma":[0.00001257302,0.0003454861,0.000935627,0.002335384,0.0001918116,0.001540698,0.0001395233,0.01316856,0.006754045,0.008426404,0.9660801,0.00006970846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002613646,0.9238668,0.05298123,0.0008104059,0.001325325,0.00004047646,0.0001129174,0.0001440057,0.01810515],"genre_scores_gemma":[0.02502197,0.9439898,0.02031833,0.0005022823,0.001282104,0.00004609896,0.0002479155,0.00005963033,0.008531795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005329482,"threshold_uncertainty_score":0.01782894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837421851250899,"score_gpt":0.2509130560176337,"score_spread":0.2325388375051247,"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."}}