{"id":"W2248551006","doi":"","title":"Re-thinking Urban Vacancies: Strategic Re-use of Vacant Land to Establish More Sustainable Land Patterns","year":2012,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Guelph","keywords":"Environmental planning; Business; Geography; Economic geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004226914,0.0001711513,0.0001142148,0.0003234112,0.002270922,0.002034475,0.0004659827,0.0003878777,0.00402031],"category_scores_gemma":[0.0005546084,0.00009255643,0.000177774,0.0006302029,0.001665656,0.000832026,0.001627277,0.0004304898,0.0004370364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00511551,"about_ca_system_score_gemma":0.01319913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1320988,"about_ca_topic_score_gemma":0.6070712,"domain_scores_codex":[0.9997357,0.00006375392,0.000005619526,0.00002471439,0.00006285308,0.0001075155],"domain_scores_gemma":[0.999751,0.00001878494,0.00002883104,0.00001632861,0.00004279559,0.0001422706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001399703,0.0004692485,0.08430501,0.0005146933,0.00004820199,0.0006706256,0.05188666,0.003668645,0.009526582,0.1024958,0.0524198,0.6938547],"study_design_scores_gemma":[0.00006507408,0.0005572459,0.2451812,0.0003284707,0.0000862159,0.0007926903,0.1459912,0.005317031,0.005122624,0.03833651,0.558136,0.00008573968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7326656,0.001111939,0.01728718,0.008857318,0.00008668606,0.0003075249,0.000251285,0.0001675259,0.2392648],"genre_scores_gemma":[0.9579265,0.0006345963,0.01742305,0.0003819457,0.000006313571,0.00005229566,0.0001272888,0.0000214596,0.02342657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320988,"threshold_uncertainty_score":0.2626598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162476585943782,"score_gpt":0.2103688266113082,"score_spread":0.19412116801693,"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."}}