{"id":"W7132892701","doi":"","title":"The production of nature in planning for urban expansion: A cultural landscape study of new urban growth in Oakville, Ontario","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban sprawl; Cultural landscape; Natural landscape; Prosperity; Urban planning; Landscape planning; Metropolitan area; Landscape history; Landscape archaeology; Politics","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":[0.0008255501,0.0002302842,0.0002877133,0.0006835089,0.02247996,0.004479636,0.001127383,0.0005249252,0.004551657],"category_scores_gemma":[0.001516342,0.0003058929,0.000205515,0.002055565,0.007487317,0.001325373,0.001976196,0.00131373,0.0002097587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.082061,"about_ca_system_score_gemma":0.06552241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890027,"about_ca_topic_score_gemma":0.998716,"domain_scores_codex":[0.9991521,0.0002635057,0.00001918143,0.00007943228,0.0002097443,0.0002760492],"domain_scores_gemma":[0.9986042,0.0003637139,0.0001235661,0.00006393503,0.000312141,0.0005324148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004216029,0.00008818852,0.02729678,0.00007078758,0.00001068614,0.0009541142,0.942902,0.0002551272,0.0009228832,0.007534785,0.009085427,0.01083701],"study_design_scores_gemma":[0.000005909186,0.00001853449,0.05055798,0.0000460252,0.000007356597,0.0001042638,0.8816901,0.0001909872,0.0001230477,0.0004104913,0.06682736,0.00001792571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474319,0.0004879317,0.0003142857,0.003925973,0.00003459078,0.00009786276,0.0002187979,0.000009827309,0.04747897],"genre_scores_gemma":[0.9817919,0.0007483209,0.0004049138,0.0004303547,0.000007226899,0.00004976479,0.00009562182,0.00002692139,0.01644486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.082061,"threshold_uncertainty_score":0.595397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206859794586567,"score_gpt":0.314288558229838,"score_spread":0.2936025787711813,"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."}}