{"id":"W4401358027","doi":"10.1109/tgrs.2024.3439608","title":"High-Precision Intracity Temperature Estimation Based on Generated Point Clouds","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Fujian Province","keywords":"Remote sensing; Temperature measurement; Computer science; Environmental science; Geology; Physics","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":[0.0001966042,0.0006174233,0.0004179412,0.0006586111,0.0002684414,0.0004388619,0.0007418836,0.0003726386,0.000804887],"category_scores_gemma":[0.000879351,0.0002815145,0.0004765265,0.0009443774,0.0002301097,0.0007325226,0.0006400943,0.0005942947,0.0005628255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085851,"about_ca_system_score_gemma":0.0005165337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007294911,"about_ca_topic_score_gemma":0.009195762,"domain_scores_codex":[0.9997596,0.00002724051,0.000008096465,0.00007338347,0.00009902457,0.0000326295],"domain_scores_gemma":[0.9996974,0.00005069148,0.00003959009,0.00008680659,0.0001079321,0.0000175618],"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":[0.0001574914,0.00008469496,0.01255892,0.00008216037,0.00007232327,0.000187997,0.000103179,0.7627446,0.03201069,0.001904535,0.003138818,0.1869546],"study_design_scores_gemma":[0.000005659925,0.000008366326,0.002176987,0.000003344656,0.000004907317,0.0000202032,0.00001599838,0.993373,0.003443348,0.0005552297,0.0003850059,0.000007887368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1828047,0.0001362941,0.8113734,0.00006961646,0.00006877057,0.00006648058,0.000885682,0.002585312,0.002009754],"genre_scores_gemma":[0.8631012,0.0001171434,0.1339963,0.00002380499,0.00002585582,0.00006974318,0.001822477,0.0001097411,0.0007337842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007294911,"threshold_uncertainty_score":0.01450491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164624794717589,"score_gpt":0.2299046471343747,"score_spread":0.2182583991871988,"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."}}