{"id":"W7006419411","doi":"","title":"Time-Predictable Ethernet Communication in Automotive: What are the Challenges?","year":2023,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Luxembourg)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Volvo (Canada)","funders":"","keywords":"Scheduling (production processes); Ethernet; Software; Predictability; Industrial Ethernet; State (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":[0.00207068,0.0002487985,0.0003197384,0.0008769154,0.0006478797,0.003505154,0.001091921,0.001298216,0.003617737],"category_scores_gemma":[0.002975532,0.0002363302,0.0002155023,0.00142432,0.001201387,0.004778913,0.0007331235,0.001185078,0.0009515079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293767,"about_ca_system_score_gemma":0.002405975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005836001,"about_ca_topic_score_gemma":0.003511936,"domain_scores_codex":[0.9992616,0.0001859132,0.00005446731,0.00009804442,0.0002863976,0.000113727],"domain_scores_gemma":[0.9987686,0.0006010012,0.00008537935,0.000124715,0.0003572265,0.00006303457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004564835,0.00004782715,0.001462125,0.00134347,0.00001763976,0.0002513301,0.0006701467,0.009445015,0.00181624,0.4304447,0.01472298,0.5397328],"study_design_scores_gemma":[0.000009189257,0.000163547,0.001907183,0.001571035,0.00002775744,0.0004782009,0.002506593,0.01149452,0.003218005,0.1952643,0.7833025,0.00005715621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04402558,0.5136501,0.2113431,0.07631309,0.005676172,0.0001155589,0.0003535577,0.0008021547,0.1477208],"genre_scores_gemma":[0.4364843,0.4359141,0.07462703,0.005796822,0.003811034,0.0001605778,0.0005297928,0.0002657259,0.0424106],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005836001,"threshold_uncertainty_score":0.01210254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208719196975181,"score_gpt":0.2253418211253484,"score_spread":0.2044699014278303,"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."}}