{"id":"W4386436320","doi":"10.1007/978-981-19-9822-5_37","title":"Research on the Air Conditioning Terminal Unit Performance of Novel Heat and Humidity Treatment","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Air conditioning; Humidity; Moisture; Flow resistance; Cooling capacity; Engineering; Thermal resistance; Mechanical engineering; Environmental science; Nuclear engineering; Flow (mathematics); Thermodynamics; Materials science; Thermal; Mechanics; Composite material; Physics","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":[0.0003003308,0.0001449665,0.0001156529,0.0001571875,0.0001990812,0.00002198168,0.00008607006,0.00006172472,0.00002801093],"category_scores_gemma":[0.000003129366,0.0001140089,0.00001653518,0.00006865165,0.0003188957,0.0001098197,0.00003367553,0.0001912308,0.000008347565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389856,"about_ca_system_score_gemma":0.00001205862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005897491,"about_ca_topic_score_gemma":0.000001189816,"domain_scores_codex":[0.9991722,0.000002324645,0.000113904,0.0001760603,0.0003326649,0.0002028499],"domain_scores_gemma":[0.9997314,0.00007140548,0.000004690875,0.0001191903,0.000005316243,0.00006805761],"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":[0.00001171434,0.00003591807,0.0002166672,0.0002593375,0.0000551081,0.00001194896,0.001020839,0.9155019,0.06912398,0.007164492,0.0000406896,0.006557405],"study_design_scores_gemma":[0.0007276829,0.0009065816,0.02967027,0.0009540794,0.00005530034,0.00005357511,0.0003442344,0.9123173,0.04745491,0.00004828402,0.006653135,0.000814667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826966,0.0001393484,0.0002378767,0.00004616795,0.0001257814,0.0002696026,0.00006296983,0.00007389435,0.01634774],"genre_scores_gemma":[0.9964684,0.001544929,0.00006851997,0.00000528434,0.00003667382,0.00001263946,0.00001076237,0.00002602592,0.00182671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02945361,"threshold_uncertainty_score":0.4649149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433309503148707,"score_gpt":0.2422083866939569,"score_spread":0.1988774363790862,"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."}}