{"id":"W3149638857","doi":"10.1007/s00704-021-03603-2","title":"Projection of apparent temperature using statistical downscaling approach in the Pearl River Delta","year":2021,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Climate variability and models","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Downscaling; Environmental science; Climatology; Scale (ratio); Air temperature; Climate change; Plateau (mathematics); Atmospheric sciences; Meteorology; Mathematics; Precipitation; Geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.000425054,0.00009643661,0.0002086418,0.00001426692,0.00007554608,0.00001416643,0.00009207115,0.000114147,0.0003376863],"category_scores_gemma":[0.00003409903,0.00006376558,0.0000231729,0.000156383,0.001228739,0.00002346829,0.0001490265,0.000206419,0.00000548707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001986589,"about_ca_system_score_gemma":0.00001007009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000345978,"about_ca_topic_score_gemma":0.000008373327,"domain_scores_codex":[0.9989621,0.0001675865,0.0002247982,0.0002868614,0.0001378669,0.000220773],"domain_scores_gemma":[0.999534,0.0002332916,0.0000316826,0.0001563487,0.000005973766,0.00003869229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006902048,0.0002536425,0.004870609,0.0000493391,0.000004606873,0.000005759591,0.001413576,0.0006119661,0.009538045,0.9828092,0.00001168724,0.0003625478],"study_design_scores_gemma":[0.001916732,0.0001327486,0.0178273,0.0000423759,0.0001659897,0.0007103406,0.008165054,0.1416721,0.005072708,0.8235615,0.0001492358,0.0005839291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827473,0.00001593101,0.006030043,0.0001931914,0.00001901613,0.0001802531,0.00001613333,0.000008241163,0.01078995],"genre_scores_gemma":[0.9935124,0.00001645823,0.006245401,0.0001691787,0.0000100427,0.00001586588,0.00002395178,0.000005141378,0.000001555877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592477,"threshold_uncertainty_score":0.452734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491083917692404,"score_gpt":0.2514521961370547,"score_spread":0.2365413569601307,"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."}}