{"id":"W7019487661","doi":"","title":"Going green - A National Research Council Canada study evaluates green roof systems thermal performance","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research council; Green roof; National standard; Sustainability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001544996,0.0004534435,0.0006441551,0.0007024485,0.003855316,0.001651965,0.001014682,0.0007968336,0.005315404],"category_scores_gemma":[0.001767096,0.0003144865,0.0006956881,0.00107897,0.0008980416,0.000726093,0.0005923717,0.0008863655,0.001335534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290902,"about_ca_system_score_gemma":0.02765029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8623505,"about_ca_topic_score_gemma":0.9520342,"domain_scores_codex":[0.9983547,0.0002065544,0.00002617308,0.00009769591,0.0008984154,0.0004163676],"domain_scores_gemma":[0.9953171,0.0003051036,0.0001689228,0.0002481147,0.003095657,0.0008650973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0157428,0.01814791,0.7085667,0.0006661476,0.0007514459,0.0009480366,0.005500867,0.008084845,0.02479164,0.0029708,0.03518105,0.1786478],"study_design_scores_gemma":[0.0006327505,0.009046913,0.9459031,0.00007165343,0.0003488745,0.00005590213,0.009179076,0.001770592,0.01105636,0.0003108176,0.02154562,0.00007843373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789909,0.00008810727,0.0001623856,0.0002166539,0.00003181611,0.0004266089,0.001901217,0.00003729146,0.01814505],"genre_scores_gemma":[0.9687155,0.000167471,0.0004184998,0.0002217521,0.00001306899,0.0001084016,0.001608432,0.00002788429,0.0287189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1376495,"threshold_uncertainty_score":0.2769203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342712678441205,"score_gpt":0.26984597841771,"score_spread":0.1355747105735895,"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."}}