{"id":"W590997733","doi":"","title":"Development of an ITS Strategy for Provincial Ring Roads, Edmontonand Calgary, Canada","year":2005,"lang":"en","type":"article","venue":"12th World Congress on Intelligent Transport SystemsITS AmericaITS JapanERTICO","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Plan (archaeology); Ring road; Transportation planning; Transport engineering; Strategic planning; Transportation infrastructure; Business; Environmental planning; Development plan; Engineering; Civil engineering; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270789,0.0006852611,0.0002816627,0.002249596,0.008496865,0.006772304,0.00230694,0.002757915,0.01045389],"category_scores_gemma":[0.003508255,0.0005516841,0.0005857755,0.002262307,0.001241815,0.0009899371,0.002339286,0.002137815,0.00123022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1100968,"about_ca_system_score_gemma":0.4619877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995027,"about_ca_topic_score_gemma":0.997452,"domain_scores_codex":[0.9961737,0.0001660597,0.00009261338,0.0002387737,0.001739356,0.0015895],"domain_scores_gemma":[0.9952662,0.0001436756,0.00007192647,0.00005986481,0.002700352,0.001758029],"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":[0.0002767481,0.0002426812,0.0236712,0.0007823221,0.00009349031,0.002416937,0.003141622,0.01684749,0.004129708,0.1565198,0.6100846,0.1817934],"study_design_scores_gemma":[0.00006792319,0.00007770251,0.02138181,0.0002994141,0.00004007384,0.0001472977,0.003312171,0.003646092,0.0008679166,0.001887772,0.9682084,0.00006340806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1036704,0.01540576,0.01854802,0.09687272,0.00331536,0.004534404,0.01163242,0.0009868764,0.745034],"genre_scores_gemma":[0.1824165,0.006333349,0.02100153,0.01569441,0.0001343648,0.0006068221,0.005760429,0.0001132164,0.7679394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1100968,"threshold_uncertainty_score":0.7988116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211897415329636,"score_gpt":0.2470027559928324,"score_spread":0.2248837818395361,"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."}}