{"id":"W2804507190","doi":"","title":"A comparison of modeled and observed urban surface temperatures in Toulouse, France","year":2007,"lang":"en","type":"article","venue":"Seventh Conference on Coastal Atmospheric and Oceanic Prediction and Processes joint with the Seventh Symposium on the Urban Environment (10-13 September 2007)","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005310339,0.0004962185,0.0004248554,0.0007155958,0.0004879608,0.001029998,0.0005629956,0.0008301024,0.0007094851],"category_scores_gemma":[0.000837815,0.000209297,0.000771269,0.0006886753,0.0002810152,0.0004145139,0.0003355866,0.0002775998,0.0001812391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438893,"about_ca_system_score_gemma":0.001101111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2689957,"about_ca_topic_score_gemma":0.2277091,"domain_scores_codex":[0.9997283,0.00006717991,0.00001196574,0.0000720771,0.00004312705,0.00007734971],"domain_scores_gemma":[0.9996892,0.0001014652,0.0000272308,0.00004187602,0.0001130859,0.00002717616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000723793,0.0003477687,0.2717089,0.0001221828,0.0005165705,0.0008280939,0.0006849075,0.691293,0.005840288,0.001376539,0.005094679,0.02146324],"study_design_scores_gemma":[0.0001713215,0.0001196261,0.7426635,0.00004020584,0.00009829097,0.00008756957,0.0005484929,0.248502,0.002813957,0.0002429101,0.004638891,0.00007315064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950333,0.0001142039,0.001044216,0.0001327039,0.00002389118,0.00001391179,0.001800226,0.0002285214,0.001609207],"genre_scores_gemma":[0.997378,0.00003533212,0.0004426928,0.00001735714,0.000006269238,0.00001519055,0.001710594,0.00001636117,0.0003781125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2689957,"threshold_uncertainty_score":0.53486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169403776318707,"score_gpt":0.2122590479370897,"score_spread":0.195318670305219,"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."}}