{"id":"W7052559521","doi":"","title":"Revising ASHRAE climatic data for design and standards - Part 1: Overview and data","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"ASHRAE 90.1; Precipitation; Bin; Climate change; Air temperature; Wind speed","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004434863,0.00007210299,0.0001117696,0.00001416752,0.00005926377,0.0001148457,0.0002398054,0.0000251974,0.00004185302],"category_scores_gemma":[0.0002884812,0.00006781563,0.000004465238,0.00003900566,0.00002041927,0.0002366829,0.0001894476,0.00004209623,0.000008620734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001132373,"about_ca_system_score_gemma":0.00001557929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002044754,"about_ca_topic_score_gemma":0.000002558685,"domain_scores_codex":[0.9994645,0.000009137621,0.000123997,0.0001845306,0.00009200442,0.0001259011],"domain_scores_gemma":[0.998836,0.0003370369,0.00001643187,0.0007168956,0.0000344196,0.00005919852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002265218,0.0000216608,0.00006487707,0.000892302,0.00005644765,8.485659e-7,0.00004663688,0.0002983278,0.003473135,0.0058072,0.8154003,0.173936],"study_design_scores_gemma":[0.0001791765,0.00001033419,0.0001801071,0.0001425326,0.00004511303,0.000003648513,0.00001028822,0.7027868,0.0001611856,0.007882223,0.2884786,0.000119979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1057581,0.01278318,0.8463926,0.004982478,0.0003401677,0.004860507,0.0161789,0.0005154843,0.008188562],"genre_scores_gemma":[0.307688,0.02253394,0.6671779,0.0003207902,0.0002451605,0.0003202592,0.001568111,0.00009287817,0.0000529471],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7024885,"threshold_uncertainty_score":0.2765441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105660434508241,"score_gpt":0.322004795778439,"score_spread":0.2114387523276149,"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."}}