{"id":"W7011240908","doi":"","title":"Mapping Change in Urban Canopy Cover Following an Ice Storm Event: A Case Study of the December 2013 Ice Storm in Toronto and Mississauga","year":2016,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canopy; Storm; Land cover; Cover (algebra); Tree canopy; Ecosystem services","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":[0.0001632122,0.0002299724,0.0001489634,0.0006378654,0.001485881,0.0008220393,0.0004304988,0.0003420437,0.0009424512],"category_scores_gemma":[0.0005311075,0.0001307461,0.0001665487,0.001681008,0.0006543279,0.0001924448,0.0004527979,0.0002493416,0.0001423052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005773438,"about_ca_system_score_gemma":0.001890239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8430522,"about_ca_topic_score_gemma":0.969531,"domain_scores_codex":[0.9998373,0.00002097312,0.000005794021,0.00002687424,0.00005177138,0.00005724435],"domain_scores_gemma":[0.9997197,0.00005195694,0.00005968619,0.00001739918,0.00009448667,0.00005667338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003260096,0.0002270353,0.8920559,0.0001951287,0.0001217313,0.009157307,0.03883583,0.00552551,0.01016407,0.0005225411,0.004557181,0.03831176],"study_design_scores_gemma":[0.000003102264,0.00003637759,0.9747301,0.00001826936,0.00001514932,0.0002063133,0.02158729,0.001422197,0.0004205732,0.00002648705,0.00152464,0.00000952226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981267,0.00005143896,0.0001188652,0.00005823897,0.000001578977,0.00001698708,0.0003904109,0.000005783755,0.001230094],"genre_scores_gemma":[0.9979444,0.000126857,0.0004230888,0.00001989727,0.000002387532,0.00001142266,0.0004824714,0.000005083463,0.0009843806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1569478,"threshold_uncertainty_score":0.3157442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741159417583784,"score_gpt":0.2536008990786218,"score_spread":0.236189304902784,"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."}}