{"id":"W7008882266","doi":"","title":"A comparison of selected costs associated with sprawl and an alternative pattern of development in Guelph, Ontario","year":2000,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban sprawl; Revenue; Unit (ring theory); Work (physics); Tax revenue; 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":[0.0003513468,0.0001744636,0.0003063041,0.0011026,0.00168058,0.001535321,0.0007627899,0.0002622306,0.002423729],"category_scores_gemma":[0.003042908,0.0001757261,0.0002187796,0.003637196,0.001241174,0.0005226957,0.001058861,0.000266227,0.0001124526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04342535,"about_ca_system_score_gemma":0.01423351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825283,"about_ca_topic_score_gemma":0.9955792,"domain_scores_codex":[0.9991373,0.0001143682,0.00003338313,0.00009336173,0.0003125135,0.0003091213],"domain_scores_gemma":[0.9982975,0.0002758917,0.0004382696,0.00008058141,0.0005776691,0.0003300777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004497416,0.00008876768,0.9458613,0.0001599903,0.0001074468,0.001194516,0.01017857,0.004023194,0.001058014,0.00495535,0.001969007,0.02995409],"study_design_scores_gemma":[0.000007317207,0.00002725297,0.9894581,0.00001445667,0.00001246179,0.00006663108,0.007344547,0.0009471021,0.00007221273,0.0001595655,0.001880297,0.00001009269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996026,0.00008825192,0.00005142355,0.0001164157,9.878911e-7,0.00001438575,0.0003999212,0.0000019683,0.003300752],"genre_scores_gemma":[0.9983882,0.0001116871,0.0000853797,0.00000788295,0.000001041211,0.000007739406,0.0002279193,0.000002101482,0.001168115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04342535,"threshold_uncertainty_score":0.3150744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317005731594571,"score_gpt":0.2206381548327473,"score_spread":0.1974680975168016,"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."}}