{"id":"W2778086223","doi":"10.3390/rs10010003","title":"Time-Continuous Hemispherical Urban Surface Temperatures","year":2017,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Remote sensing; Nadir; Radiative transfer; Meteorology; Sky; Atmospheric sciences; Climatology; Geology; Geography; Satellite; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001305325,0.0001146019,0.0001311924,0.000004559826,0.0004269921,0.0001325085,0.0001504146,0.00006733465,0.0002576983],"category_scores_gemma":[0.0001096673,0.0001050142,0.00004560687,0.00003438267,0.0001923592,0.0001642413,0.0001201682,0.0001279018,0.001028077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009461075,"about_ca_system_score_gemma":0.000007014602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004824704,"about_ca_topic_score_gemma":0.00002933386,"domain_scores_codex":[0.999152,0.00003377551,0.0001159341,0.0002603722,0.0001945094,0.0002434048],"domain_scores_gemma":[0.9993174,0.0000285755,0.00007467886,0.0004847443,0.000007417386,0.00008718238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001985073,0.00001405038,0.00771666,0.000005662403,0.00001212945,0.00009983096,0.0005322149,0.0004103074,0.8865174,0.000002936682,0.04316219,0.06150676],"study_design_scores_gemma":[0.001604044,0.0001537278,0.09490619,0.0002475865,0.00008841527,0.000476321,0.0001501515,0.5371138,0.2626967,0.001025405,0.0999546,0.001583123],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958184,0.00002966555,0.0002953158,0.0003397099,0.0001261575,0.00009536056,0.000001018057,0.00006548785,0.04086329],"genre_scores_gemma":[0.9767397,0.000003883708,0.01272537,0.0001380591,0.0001200912,2.946405e-9,0.000003267787,0.00001799564,0.01025163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6238207,"threshold_uncertainty_score":0.9997497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007738814717396891,"score_gpt":0.2186926017331314,"score_spread":0.2109537870157345,"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."}}