{"id":"W2798049874","doi":"10.7939/r38t0m","title":"Scheduling and Deployment Strategies for Mobile Photo Radar Enforcement","year":2014,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Computer science; Radar; Scheduling (production processes); Real-time computing; Computer security; Telecommunications; Engineering; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004424344,0.00004978343,0.00006806692,0.00006034761,0.00009332935,0.00004319892,0.0001776656,0.00002057043,0.00004837224],"category_scores_gemma":[0.000002826866,0.00005670498,0.00002769562,0.00008244781,0.00002147459,0.0008897707,0.00009083755,0.00002018923,0.000001992118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004678628,"about_ca_system_score_gemma":0.00005658045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007655151,"about_ca_topic_score_gemma":0.00001169133,"domain_scores_codex":[0.999645,0.00001597767,0.00005780751,0.0001405603,0.00006769419,0.00007298298],"domain_scores_gemma":[0.9996703,0.000130371,0.00004174335,0.0001002446,0.00001565028,0.00004173032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006575973,0.00009430331,0.0002796213,0.0001015372,0.00005633505,0.00000119372,0.005868787,0.04001888,0.001304881,0.9028143,0.001618052,0.04777632],"study_design_scores_gemma":[0.001349685,0.0005406447,0.0004049685,0.00003755067,0.00001913461,0.000003386049,0.00136571,0.7593795,0.01144659,0.01568473,0.2095041,0.0002639776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1914709,0.00004608098,0.8044679,0.0001979028,0.00005203426,0.0001387306,7.053343e-7,0.00002441406,0.003601299],"genre_scores_gemma":[0.8282872,0.00001672651,0.170137,0.0001200567,0.00001860584,5.282909e-7,0.00001228168,0.000002733852,0.001404836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8871296,"threshold_uncertainty_score":0.2312362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008188505378998985,"score_gpt":0.1916358082302754,"score_spread":0.1834473028512764,"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."}}