{"id":"W7071197933","doi":"","title":"A prototype desiccant-based evaporative cooling system for residential buildings","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evaporative cooler; Water cooling; Control system; Humidity; Term (time); Passive cooling","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":[0.0002026056,0.0003444814,0.0004877037,0.0002113221,0.0004967073,0.0002925154,0.0009798411,0.0002637302,0.004189105],"category_scores_gemma":[0.0002400315,0.0001812867,0.0001592389,0.000230215,0.000169535,0.0003932463,0.0002855446,0.0003367436,0.0007096964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706863,"about_ca_system_score_gemma":0.0005413453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068342,"about_ca_topic_score_gemma":0.002027256,"domain_scores_codex":[0.9998413,0.00002023057,0.000006594069,0.00004490318,0.00006228418,0.00002462423],"domain_scores_gemma":[0.9998268,0.0000278406,0.00001238817,0.00003338133,0.00006704125,0.00003259505],"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":[0.001375131,0.0006318372,0.01004778,0.0007602975,0.00004490793,0.0005697728,0.00051396,0.007919023,0.8256968,0.001055897,0.00540983,0.1459747],"study_design_scores_gemma":[0.0006074384,0.005377602,0.06253713,0.00007146307,0.0001858165,0.002673889,0.0004487851,0.07139358,0.7572217,0.0005205144,0.09882151,0.0001406024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90955,0.0003322191,0.07840477,0.0001274226,0.00009908007,0.0004954861,0.0007522135,0.002539295,0.00769964],"genre_scores_gemma":[0.9477396,0.0002021861,0.03900908,0.00007127619,0.00002592918,0.0002121553,0.000708488,0.0001074703,0.0119237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004189105,"threshold_uncertainty_score":0.01401395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753471275186174,"score_gpt":0.3020205351295504,"score_spread":0.2744858223776886,"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."}}