{"id":"W7074129742","doi":"","title":"Street use & servicing planning : an investigation of design possibilities and feasibility of underground public utility structures in local residential streets","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Flexibility (engineering); Scope (computer science); Variety (cybernetics); Installation; Underpinning; Public use; Land use","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":[0.001570286,0.0002052988,0.0001583341,0.0007717178,0.001577806,0.002575946,0.0008674733,0.0004708729,0.005798432],"category_scores_gemma":[0.003647214,0.0004207878,0.0003097984,0.001011512,0.001279641,0.001149337,0.0007981871,0.000397849,0.0005192341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002854237,"about_ca_system_score_gemma":0.001752527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01856568,"about_ca_topic_score_gemma":0.0891583,"domain_scores_codex":[0.9984017,0.0008946486,0.00005337279,0.0001457219,0.0003099371,0.000194724],"domain_scores_gemma":[0.9974306,0.001293438,0.000408994,0.0002144042,0.000475543,0.0001770604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008348135,0.001995489,0.4931334,0.001086559,0.00008931024,0.004262196,0.1046283,0.05736663,0.03003508,0.04823234,0.003523249,0.2548125],"study_design_scores_gemma":[0.000122638,0.004228104,0.4864881,0.0004668639,0.0003100434,0.001823322,0.3268866,0.08190639,0.01992143,0.006845676,0.07082956,0.0001711878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838119,0.00003730604,0.001806482,0.00004714793,0.000001308835,0.00006964118,0.00003773874,0.00001775241,0.01417081],"genre_scores_gemma":[0.9930387,0.00007283485,0.003834995,0.000006679829,0.000001346759,0.00003292618,0.00003588277,0.000007723631,0.002968901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856568,"threshold_uncertainty_score":0.03691524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1440955887977142,"score_gpt":0.2151674129036087,"score_spread":0.07107182410589444,"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."}}