{"id":"W4405546337","doi":"10.1007/978-981-97-8309-0_42","title":"New Indices to Assess the Cooling Potential by Trees in an Urban Environment","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Environmental science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001701661,0.0003732977,0.0002565334,0.0001541186,0.00003452672,0.00008902939,0.0003506079,0.0002988729,0.001206699],"category_scores_gemma":[0.00002254413,0.0003120602,0.00006382981,0.00009917,0.00002995232,0.0001274733,0.0001814019,0.0007369227,0.0001457788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005015666,"about_ca_system_score_gemma":0.00001352431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002491313,"about_ca_topic_score_gemma":0.004257435,"domain_scores_codex":[0.998424,0.00001142926,0.0003021966,0.0005332469,0.0003830423,0.000346079],"domain_scores_gemma":[0.9993937,0.000112881,0.0000457352,0.0003241194,0.000001435171,0.0001220987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001065172,0.00001189391,0.001513682,0.00002297887,0.00001910877,0.00005001317,0.001251937,0.9772195,0.01162234,0.0001823309,0.0008615355,0.007234017],"study_design_scores_gemma":[0.002197401,0.0009604308,0.03090833,0.003841254,0.0005119745,0.0001209381,0.00005664439,0.2463802,0.02056707,0.02349752,0.6638687,0.007089535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1149191,0.01942458,0.7758819,0.002854325,0.004412103,0.005343482,0.0003143676,0.0009073336,0.07594281],"genre_scores_gemma":[0.9916144,0.00007446623,0.001151395,0.0001496419,0.0003776338,0.00003172633,0.00006143691,0.0001115059,0.006427815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8766953,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008622689008323836,"score_gpt":0.1982133568054257,"score_spread":0.1895906677971019,"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."}}