{"id":"W2777594439","doi":"10.1038/s41558-017-0036-2","title":"Elevated increases in human-perceived temperature under climate warming","year":2017,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental science; Representative Concentration Pathways; Wind speed; Latitude; Atmospheric sciences; Global warming; Climate change; Climatology; Relative humidity; Air temperature; Humidity; Mean radiant temperature; Climate model; Meteorology; Geography; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003313869,0.0002472361,0.0002377635,0.00007736035,0.0007113773,0.0001512347,0.0004413483,0.0004838657,0.001026334],"category_scores_gemma":[0.00008634361,0.0002174985,0.00006251774,0.0001402554,0.0001575457,0.000720542,0.0003552248,0.0006797562,0.0001625158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504095,"about_ca_system_score_gemma":0.000004565992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007625763,"about_ca_topic_score_gemma":0.003041032,"domain_scores_codex":[0.9983021,0.00006746851,0.0002271353,0.0004808373,0.000306057,0.000616397],"domain_scores_gemma":[0.9990746,0.00003953886,0.0001484647,0.0006097059,0.00001538515,0.0001123085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006023589,0.0001950991,0.6165105,0.00007253059,0.00001018206,0.0001085621,0.001012851,0.000008803842,0.378634,0.0007453655,0.001904367,0.0007375404],"study_design_scores_gemma":[0.0007604287,0.00004061051,0.9915328,0.000148145,0.00001685588,0.00001117978,0.0001839364,0.00007743485,0.005803198,0.0002571655,0.0008627651,0.0003054489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991627,0.0001705919,1.468434e-7,0.0009375251,0.0002025722,0.000413345,0.00009616991,0.00009074689,0.006461906],"genre_scores_gemma":[0.997358,0.0003853425,0.00007825418,0.00156115,0.0002359986,0.00007212071,0.0001562141,0.00003669724,0.0001162372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3750224,"threshold_uncertainty_score":0.9998869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993306228355718,"score_gpt":0.2951215667635813,"score_spread":0.2651885044800241,"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."}}