{"id":"W4405655214","doi":"10.47941/je.2413","title":"Influence of Green Roofs on Urban Heat Island Mitigation in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Environment","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban heat island; Environmental science; Geography; Meteorology","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":[0.0006357009,0.000215907,0.0002440848,0.0005834338,0.003901051,0.001374624,0.0006717127,0.0002257207,0.002825962],"category_scores_gemma":[0.002082168,0.0001021621,0.0003550541,0.001229531,0.001175791,0.0002858859,0.0010824,0.0005260273,0.0001171652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0365559,"about_ca_system_score_gemma":0.07513782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918791,"about_ca_topic_score_gemma":0.9971403,"domain_scores_codex":[0.9990723,0.0001240473,0.00001992591,0.00008906674,0.0003402011,0.0003544556],"domain_scores_gemma":[0.9980267,0.0002527524,0.000196711,0.00005225598,0.0009038402,0.0005677992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006507193,0.0004717451,0.8205865,0.0006478049,0.000305413,0.0008390836,0.01381025,0.004609829,0.004756465,0.007991644,0.009257208,0.1360733],"study_design_scores_gemma":[0.00001512999,0.00009564273,0.9625858,0.0001466057,0.0001025649,0.00005210146,0.01518514,0.001360697,0.001305759,0.0003991576,0.01871342,0.00003796996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801861,0.001163403,0.0003180597,0.001312883,0.00003188206,0.00004912218,0.0006002211,0.00002302626,0.01631523],"genre_scores_gemma":[0.9966439,0.0005271058,0.0002996584,0.00008389716,0.000003665431,0.000008361412,0.0001014837,0.000005548446,0.002326383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0365559,"threshold_uncertainty_score":0.2652329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003559985524689209,"score_gpt":0.1749563488707961,"score_spread":0.1713963633461069,"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."}}