{"id":"W3118200255","doi":"10.1016/j.jobe.2020.102117","title":"Investigations of geometrical and operational aspects of a dew-point air-cooling system (M-cycle)","year":2020,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Deanship of Scientific Research, King Saud University","keywords":"Dew point; Dry-bulb temperature; Air conditioning; Cooling capacity; Mechanics; Airflow; Flow (mathematics); Environmental science; Channel (broadcasting); Relative humidity; Meteorology; Mechanical engineering; Engineering; Physics; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375465,0.0001117989,0.0003529793,0.0002975351,0.0000189933,0.00001530804,0.0001060375,0.00005781647,0.000003452506],"category_scores_gemma":[0.0002501878,0.0001105628,0.00008372265,0.0004074376,0.00001597155,0.0001655854,0.00002119971,0.0002032797,5.206224e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000062283,"about_ca_system_score_gemma":0.00003369535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003500441,"about_ca_topic_score_gemma":1.648665e-7,"domain_scores_codex":[0.9989066,0.00001254472,0.0006463291,0.00007223042,0.0002462751,0.0001160317],"domain_scores_gemma":[0.9994022,0.0001019476,0.0001514828,0.00006435343,0.0001273553,0.0001526239],"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":[0.000005509287,0.000005573961,0.0003258503,0.0005392243,0.00007385882,0.000007051799,0.0003104128,0.8742595,0.1174235,0.006891947,0.00004000129,0.0001176319],"study_design_scores_gemma":[0.0004471126,0.00007975948,0.00188648,0.0007087011,0.00004366169,0.0001971161,0.0001644536,0.9605244,0.03552303,0.00002817409,0.0002517308,0.0001453331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.750168,0.000717608,0.2486272,0.00006567298,0.0002215242,0.00005417227,0.000004106749,0.00005990795,0.0000818898],"genre_scores_gemma":[0.9856657,0.00002234109,0.01403615,0.00001284472,0.000235736,0.000001302747,4.86716e-7,0.00002423705,0.000001163655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354978,"threshold_uncertainty_score":0.450862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115715009512343,"score_gpt":0.2002703757130849,"score_spread":0.1891132256179615,"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."}}