{"id":"W642943396","doi":"","title":"A DECADE OF PARTNERSHIP, EVOLUTION AND GROWTH: THE I-95 CORRIDOR COALITION","year":2002,"lang":"en","type":"article","venue":"9th World Congress on Intelligent Transport SystemsITS America, ITS Japan, ERTICO (Intelligent Transport Systems and Services-Europe)","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Work (physics); Toll; Business; Alliance; Public relations; Public administration; Political science; Engineering; Finance; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006117227,0.0009240964,0.001217412,0.0005566007,0.0003199622,0.0001244452,0.0006720612,0.0002176292,0.0001186776],"category_scores_gemma":[0.000009983037,0.0007473112,0.0002612102,0.001306398,0.0002877009,0.0004280478,0.00003005434,0.0005610072,0.00008913218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133916,"about_ca_system_score_gemma":0.00002098002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008420307,"about_ca_topic_score_gemma":0.0005241152,"domain_scores_codex":[0.9947884,0.0002411206,0.002174202,0.0009694192,0.0009825638,0.0008443128],"domain_scores_gemma":[0.9976385,0.0001701801,0.0004716945,0.0007893646,0.0004607646,0.0004694732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003520551,0.006075105,0.2923758,0.1092774,0.0122879,0.001380661,0.05025522,0.1700045,0.01208531,0.2205684,0.07080993,0.05135919],"study_design_scores_gemma":[0.001911143,0.001154368,0.02726002,0.009234061,0.00188731,0.0002741186,0.005011498,0.4011429,0.008686645,0.00002638455,0.5401617,0.003249785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6632185,0.07929856,0.1788278,0.001525754,0.01618003,0.01636215,0.001260119,0.01320951,0.03011758],"genre_scores_gemma":[0.9829489,0.01253685,0.00003037314,0.0002281233,0.0001921477,0.0002985831,0.0001222601,0.0001570976,0.003485673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4693518,"threshold_uncertainty_score":0.9994978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948432904835469,"score_gpt":0.2151798496407911,"score_spread":0.1956955205924364,"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."}}