{"id":"W4242922945","doi":"10.5383/ijtee.09.01.005","title":"Feasibility of Using Volcanic Tuff Stone in Ground Heat Exchange for Cooling and Heating Systems in Buildings","year":2014,"lang":"en","type":"article","venue":"International Journal of Thermal and Environmental Engineering","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HVAC; Air conditioning; Environmental science; Relative humidity; Duct (anatomy); Inlet; Volcano; Renewable energy; Environmental engineering; Waste management; Meteorology; Engineering; Mechanical engineering; Geology; Geography; Electrical engineering","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":[0.0003178323,0.00008599641,0.0001826234,0.000110913,0.00001570865,0.00001689076,0.00008488114,0.00003770303,0.000005149857],"category_scores_gemma":[0.00001613794,0.00008130678,0.00003444191,0.00002908747,0.0000217241,0.0001309546,0.00003706674,0.00007675542,8.105253e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161143,"about_ca_system_score_gemma":0.00000353266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619858,"about_ca_topic_score_gemma":0.00005156971,"domain_scores_codex":[0.9992955,0.00001702102,0.0003684908,0.00009274961,0.0001232737,0.000102989],"domain_scores_gemma":[0.9997358,0.00006433432,0.0001070742,0.00004400339,0.0000104772,0.00003828546],"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":[0.00003860867,0.0000336641,0.01254391,0.00004337065,0.00002106901,0.000001605241,0.0002438468,0.7902285,0.1948323,0.0006098901,9.269291e-8,0.001403066],"study_design_scores_gemma":[0.001412296,0.00005710384,0.08731968,0.0003616744,0.00001109181,0.0001123039,0.0003429486,0.9084588,0.001326474,0.00004599746,0.0004161653,0.0001355114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957218,0.0007242458,0.003291802,0.00002359613,0.0001380326,0.00007342518,0.000006558037,0.00000272244,0.00001785653],"genre_scores_gemma":[0.999167,0.00003798098,0.0006254097,0.000008774105,0.0001324599,0.0000055448,0.000002057137,0.00001278251,0.000007992606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1935059,"threshold_uncertainty_score":0.3960459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142853726745421,"score_gpt":0.2269321056860436,"score_spread":0.2126467330115015,"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."}}