{"id":"W1984049210","doi":"10.5539/mas.v6n6p45","title":"Evaluation of Pads and Geometrical Shapes for Constructing Evaporative Cooling System","year":2012,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evaporative cooler; Charcoal; Materials science; Composite material; Hexagonal crystal system; Square (algebra); Metallurgy; Mechanical engineering; Mathematics; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005029521,0.0004015448,0.0002751411,0.0005127034,0.0001669776,0.0004779621,0.0003992742,0.0002417868,0.001132187],"category_scores_gemma":[0.001948724,0.0002559305,0.0002266411,0.0002835831,0.0002252754,0.000503707,0.0002349256,0.0001873292,0.0002916908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585408,"about_ca_system_score_gemma":0.0001847971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001768335,"about_ca_topic_score_gemma":0.0003299706,"domain_scores_codex":[0.9994886,0.000150921,0.00002706339,0.00007331601,0.0002009981,0.00005905418],"domain_scores_gemma":[0.9992938,0.0002428752,0.00008531848,0.0001135731,0.0002208839,0.00004353251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007744385,0.00009591083,0.003968836,0.0004904243,0.0000258013,0.0002331332,0.000108602,0.01077305,0.9435728,0.0007419629,0.0001865502,0.03902858],"study_design_scores_gemma":[0.00001603532,0.001162193,0.006447178,0.00001809,0.00005046019,0.0002866668,0.0001235096,0.009560355,0.9791458,0.00009846188,0.00307161,0.00001974733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746046,0.0006146544,0.02180492,0.00003333503,0.00003348682,0.0001044187,0.00009877973,0.0001610369,0.002544867],"genre_scores_gemma":[0.9808614,0.000335454,0.01773292,0.000008831059,0.000006599559,0.00003813157,0.00007332431,0.00003607987,0.0009073429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001132187,"threshold_uncertainty_score":0.003787577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744716508512737,"score_gpt":0.280364499228725,"score_spread":0.2329173341435977,"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."}}