{"id":"W4249952506","doi":"10.5383/ijtee.10.02.013","title":"Performance Investigation of Direct Evaporative Cooling in Major Cities of Iraq","year":2015,"lang":"en","type":"article","venue":"International Journal of Thermal and Environmental Engineering","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TRNSYS; Evaporative cooler; Environmental science; Meteorology; Geography","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":[0.000142126,0.00006375683,0.0001256793,0.0001186521,0.000003342714,0.000004658911,0.00007801146,0.00002485562,0.000006642978],"category_scores_gemma":[0.00001022905,0.00005949752,0.00002615847,0.00002899619,0.00002591121,0.0001731563,0.00001590647,0.0000730364,5.861438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000638948,"about_ca_system_score_gemma":0.000006076392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005896253,"about_ca_topic_score_gemma":4.289807e-7,"domain_scores_codex":[0.999431,0.000007577079,0.0002935164,0.00003249344,0.0001840678,0.00005130721],"domain_scores_gemma":[0.9997849,0.00001654023,0.0001188533,0.00002625752,0.00001654521,0.0000368638],"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":[0.00004827201,0.00000995509,0.03963542,0.00003780956,0.00006600987,0.000004424768,0.001638409,0.8250167,0.1326364,0.00002211563,0.00000526483,0.0008792063],"study_design_scores_gemma":[0.001684444,0.0001788387,0.1697733,0.0006463249,0.00002216819,0.0001081998,0.001478488,0.650852,0.1748524,0.00003044858,0.0001471141,0.0002263261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987223,0.0004199777,0.0003538457,0.000006653251,0.0002812976,0.00002314106,0.000006110832,0.000005841812,0.0001808043],"genre_scores_gemma":[0.9995825,0.00009063468,0.0002330318,0.000003310461,0.00006589114,9.480204e-7,0.000002440839,0.000008187092,0.00001301462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741647,"threshold_uncertainty_score":0.2426239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054252128937063,"score_gpt":0.184540149647472,"score_spread":0.1739976283581014,"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."}}