{"id":"W2990569032","doi":"10.1145/3339985.3358489","title":"ARINC-825TBv2","year":2019,"lang":"en","type":"article","venue":"","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360743,0.0008857433,0.0003950372,0.0007779333,0.0004297196,0.0009451043,0.002675631,0.0009007604,0.008756606],"category_scores_gemma":[0.003406442,0.0003123126,0.0004127952,0.0006557695,0.0005939314,0.001256353,0.0007868636,0.00132165,0.00163996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009433469,"about_ca_system_score_gemma":0.001810585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458944,"about_ca_topic_score_gemma":0.01571318,"domain_scores_codex":[0.9990587,0.0001851861,0.00004493307,0.0001263506,0.0004244085,0.0001603949],"domain_scores_gemma":[0.9985494,0.0004631427,0.0001409505,0.000272347,0.0004514887,0.0001226965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003209648,0.001100913,0.024667,0.001319238,0.0003765861,0.0006177513,0.0003524506,0.6488437,0.04106528,0.04265889,0.1470772,0.08871143],"study_design_scores_gemma":[0.0002558846,0.0007423072,0.002019264,0.00005458873,0.00006700775,0.0001583266,0.00005128792,0.8882065,0.03334742,0.003945689,0.07108585,0.00006582955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4740383,0.002344921,0.2160776,0.001691617,0.001700797,0.002212412,0.02260214,0.1182553,0.1610768],"genre_scores_gemma":[0.8656169,0.000818406,0.07586879,0.0006033762,0.00005901507,0.0007503275,0.03082312,0.002816125,0.0226439],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01458944,"threshold_uncertainty_score":0.02929378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001406576408322693,"score_gpt":0.1383633837949228,"score_spread":0.1369568073866001,"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."}}