{"id":"W2548918935","doi":"","title":"Urban Sprawl in the Greater Golden Horsehoe and the 2015 Ontario Coordinated Land Use Planning Review: Analysis and Recomendations","year":2015,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Urban sprawl; Urban planning; Environmental planning; Geography; Land use; Land-use planning; Civil engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007472269,0.0004666948,0.0008801172,0.006821215,0.001579769,0.003912279,0.001482438,0.0008373201,0.002169385],"category_scores_gemma":[0.01677436,0.0007378595,0.0009992832,0.01935888,0.001162062,0.001011245,0.001601066,0.0008374267,0.0002244998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07883973,"about_ca_system_score_gemma":0.2080698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9820744,"about_ca_topic_score_gemma":0.9971023,"domain_scores_codex":[0.9945983,0.0007530599,0.0005965944,0.0003201087,0.003125266,0.0006066689],"domain_scores_gemma":[0.9845707,0.002477804,0.001992045,0.000530421,0.009450679,0.0009785313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006993787,0.00008771115,0.09919048,0.04636667,0.002784746,0.0008430539,0.01752297,0.006303449,0.001439754,0.01938241,0.4764496,0.3289299],"study_design_scores_gemma":[0.00008740834,0.00007161068,0.3686687,0.01546505,0.001319664,0.0001011206,0.009440556,0.0006647574,0.000620982,0.000800728,0.6026511,0.0001083443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1498358,0.6514995,0.001513993,0.06092899,0.002928425,0.001176432,0.07460612,0.00009470223,0.05741598],"genre_scores_gemma":[0.5316477,0.3785057,0.00712746,0.008077457,0.0006705044,0.001192208,0.02943906,0.0001585465,0.0431814],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07883973,"threshold_uncertainty_score":0.5720249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100736675210139,"score_gpt":0.2028985228580052,"score_spread":0.1928248553369913,"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."}}