{"id":"W2511783374","doi":"","title":"Building on Building on Main Streets","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Construction engineering; Engineering; Civil engineering","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":[0.00006407932,0.0003294042,0.0004744797,0.000593535,0.000177533,0.00001715708,0.000346958,0.0003166469,0.0001941708],"category_scores_gemma":[0.000008218895,0.0003949188,0.0002754816,0.0002684571,0.00003224971,0.0001032645,0.00001889214,0.0003666665,0.00008098719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877334,"about_ca_system_score_gemma":0.00002359174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008152786,"about_ca_topic_score_gemma":0.01361238,"domain_scores_codex":[0.9988393,0.0000339574,0.0001324988,0.0003322477,0.0003534631,0.0003085478],"domain_scores_gemma":[0.9993803,0.00004494124,0.0001026224,0.0003108704,0.00004969783,0.0001115645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001438217,0.0007160041,0.0009903837,0.002605526,0.004671588,0.002517072,0.1902723,0.2513049,0.3689421,0.006843693,0.09216316,0.07753504],"study_design_scores_gemma":[0.01210931,0.004560268,0.04970089,0.01126503,0.005396315,0.00004016251,0.2240939,0.277214,0.3737666,0.002693845,0.02444352,0.01471615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969966,0.0000801532,0.000225343,0.00006749149,0.0002863104,0.0001353353,0.00003622359,0.0001858033,0.001986711],"genre_scores_gemma":[0.7951309,0.0002845394,0.003111806,0.00001378545,0.00008431869,4.881034e-7,0.0002322791,0.00007972046,0.2010622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2018657,"threshold_uncertainty_score":0.9998503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00887073921730712,"score_gpt":0.1827392190842419,"score_spread":0.1738684798669348,"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."}}