{"id":"W4390890605","doi":"10.23977/acss.2023.071112","title":"Design of Obstructed Sight Traffic Warning Device Based on Pyroelectric Infrared Sensor","year":2023,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Sight; Warning system; Real-time computing; Computer security; Simulation; Telecommunications; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002822055,0.0002517566,0.0005466164,0.0003668234,0.00005369171,0.00004052472,0.0001471554,0.00009437183,0.000002408917],"category_scores_gemma":[0.00001842285,0.0002306258,0.00004855731,0.0008225514,0.00002486616,0.0001910475,0.00001275977,0.000162584,0.000009094167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004173224,"about_ca_system_score_gemma":0.00001283208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003536099,"about_ca_topic_score_gemma":0.00000147013,"domain_scores_codex":[0.9983085,0.0001871841,0.0005790736,0.0002972789,0.0002563127,0.0003716492],"domain_scores_gemma":[0.9986762,0.000855396,0.0001130452,0.0002243018,0.00005844814,0.00007258163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002793464,0.00001008201,0.0002030937,0.0003046081,0.00001843382,0.00002910131,0.0002011642,0.9743598,0.005132744,0.00002691079,0.00003475656,0.01965143],"study_design_scores_gemma":[0.0007887581,0.0001623695,0.0002521949,0.0003631173,0.000006950714,0.000007708062,0.00006352092,0.9967446,0.0005489165,0.00004834733,0.0007647123,0.000248828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1555285,0.008395855,0.833061,0.000008988968,0.001253443,0.0007979868,0.00001236454,0.0006213954,0.0003204377],"genre_scores_gemma":[0.9978272,0.0003748585,0.001507236,0.00001788742,0.0001531893,0.00004504105,0.000008768866,0.0000412757,0.00002450449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8422987,"threshold_uncertainty_score":0.9404646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495998285232642,"score_gpt":0.2271602842328566,"score_spread":0.2122003013805302,"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."}}