{"id":"W2340764542","doi":"","title":"A Survey of Utility Coordination Practices in the Toronto Area","year":2015,"lang":"en","type":"article","venue":"TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relocation; Timeline; Business; Interview; Agency (philosophy); Process (computing); Operations management; Engineering; Computer science","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":[0.005268029,0.0003955526,0.0006370989,0.0001149354,0.0002312345,0.00008477559,0.0003661618,0.0003270749,0.0002165131],"category_scores_gemma":[0.001696224,0.000365524,0.0001180614,0.0005892504,0.0001109132,0.001237124,0.00001029602,0.0004113906,2.108664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797171,"about_ca_system_score_gemma":0.004238919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7909408,"about_ca_topic_score_gemma":0.9901855,"domain_scores_codex":[0.9946611,0.001072379,0.001584136,0.0003778558,0.00178083,0.000523695],"domain_scores_gemma":[0.9923975,0.00103576,0.00267887,0.0003614662,0.003332029,0.0001943345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002329579,0.0002037832,0.937467,0.0005646276,0.0002653393,0.000009735809,0.01144715,0.01195845,0.0005424479,0.0024239,0.03383465,0.001049892],"study_design_scores_gemma":[0.001538326,0.00008705523,0.9824283,0.0001851176,0.000158909,0.000003950672,0.005246905,0.004901943,0.0008680208,0.002000262,0.002178695,0.0004024885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860099,0.0006270409,0.002830435,0.005491716,0.0005141446,0.0009596967,0.001379863,0.00006409818,0.002123092],"genre_scores_gemma":[0.998195,0.0001331153,0.0001808907,0.0002543471,0.00004416884,0.00005305293,0.0008279037,0.00003417247,0.0002773746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1992447,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784336990971979,"score_gpt":0.2437069332430971,"score_spread":0.2258635633333773,"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."}}