{"id":"W4308990634","doi":"10.1109/tvt.2022.3214389","title":"IEEE Vehicular Technology Society Information","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Vehicular Technology","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Engineering; Telecommunications; Systems 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000994125,0.001567255,0.00122962,0.003802192,0.001246672,0.003996932,0.001122425,0.002248731,0.09272973],"category_scores_gemma":[0.002196259,0.0006291791,0.0004470247,0.003625371,0.0004668394,0.002380136,0.001519243,0.002001872,0.1159426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168983,"about_ca_system_score_gemma":0.002372728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008001787,"about_ca_topic_score_gemma":0.007885912,"domain_scores_codex":[0.999233,0.0001236616,0.00005459519,0.00009078893,0.0004222635,0.00007571678],"domain_scores_gemma":[0.9980704,0.0001978812,0.00006902797,0.0004149997,0.001139008,0.0001087449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007952016,0.00007634452,0.0005329367,0.0002042316,0.00002474524,0.0001198925,0.00005759237,0.001945757,0.002085686,0.01270836,0.5335577,0.4486074],"study_design_scores_gemma":[0.00001270182,0.00004920744,0.0006816916,0.0001398422,0.00003739704,0.0001390157,0.00006247524,0.004461402,0.001652697,0.005526354,0.987214,0.00002314604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005806969,0.02288793,0.1347251,0.008224343,0.0178702,0.0004624012,0.007229378,0.008801514,0.793992],"genre_scores_gemma":[0.03666858,0.01775158,0.01824127,0.001074072,0.001731366,0.0002808169,0.01858426,0.0007773363,0.9048907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9072703,"threshold_uncertainty_score":0.3102118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008872243604830143,"score_gpt":0.2274611068399111,"score_spread":0.2185888632350809,"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."}}