{"id":"W2799643589","doi":"","title":"Considering a green roof substrate for northern climates","year":2013,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Green roof; Substrate (aquarium); Roof; Environmental science; Geography; Architectural engineering; Engineering; Civil engineering; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002000053,0.0004448213,0.0003078877,0.0004275968,0.0006326667,0.00066993,0.0002987837,0.0002811709,0.001891313],"category_scores_gemma":[0.0001790314,0.0001687398,0.0003521632,0.0005283902,0.0001899795,0.0002762867,0.0003719383,0.0001626736,0.0004885189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005735139,"about_ca_system_score_gemma":0.0004319427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006764434,"about_ca_topic_score_gemma":0.04251378,"domain_scores_codex":[0.9998658,0.00001185094,0.000006006859,0.00004179763,0.00004298671,0.00003156627],"domain_scores_gemma":[0.9998816,0.00001989356,0.00001982623,0.00001440539,0.00003469353,0.00002963502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009139084,0.0002777175,0.08048578,0.0004331737,0.00005370432,0.001395178,0.0004015864,0.007510315,0.868515,0.0002202486,0.000217,0.03957639],"study_design_scores_gemma":[0.00002681497,0.002508089,0.7081549,0.00004281034,0.000144966,0.0008360291,0.001688457,0.005721745,0.2740319,0.0001631178,0.006638581,0.00004257501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974879,0.00007570647,0.0005170974,0.000006555551,0.000003195301,0.00003044633,0.0002672146,0.00001504635,0.001596815],"genre_scores_gemma":[0.9899247,0.0002150927,0.006767884,0.00001213886,0.000002248486,0.00004197092,0.0006976286,0.00001757937,0.002320804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006764434,"threshold_uncertainty_score":0.01345015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543031395257163,"score_gpt":0.2042887455319378,"score_spread":0.1888584315793662,"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."}}