{"id":"W7077145980","doi":"10.5281/zenodo.16929977","title":"WRF-Comfort with additional variables for human heat balance models","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Balance (ability); Control theory (sociology); Work (physics); Ectotherm; Variable (mathematics)","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":[0.0005611075,0.001429929,0.001044454,0.0004255273,0.0005422278,0.001042309,0.002028321,0.001689583,0.0268829],"category_scores_gemma":[0.002429646,0.0005774072,0.001368307,0.0007301373,0.0003178965,0.001519253,0.001016065,0.0019251,0.004409175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005615045,"about_ca_system_score_gemma":0.0009397223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02570492,"about_ca_topic_score_gemma":0.01913455,"domain_scores_codex":[0.9997639,0.00007450942,0.00001106939,0.00005883431,0.00005069465,0.00004097927],"domain_scores_gemma":[0.9994443,0.0001995442,0.0000327268,0.0001212339,0.000154535,0.00004757368],"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":[0.00004083134,0.00004824303,0.0005194074,0.00005862317,0.00003819404,0.00003059769,0.00001955333,0.9685324,0.0003322373,0.004586647,0.007934491,0.01785877],"study_design_scores_gemma":[0.000009420859,0.000005332719,0.00008238776,0.000004434301,0.000003464795,0.000003656961,0.000002812194,0.9957823,0.0001629732,0.001408802,0.002529289,0.000005162781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.03042751,0.0004216148,0.9181853,0.0005213568,0.0007187956,0.0001540483,0.00897841,0.007479908,0.03311315],"genre_scores_gemma":[0.6800557,0.0002637221,0.2607129,0.0004142573,0.0004094029,0.0006158967,0.01044946,0.004453252,0.04262543],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0268829,"threshold_uncertainty_score":0.0899322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483529421644346,"score_gpt":0.2213762527310621,"score_spread":0.1965409585146187,"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."}}