{"id":"W2483672027","doi":"10.1080/14733315.2012.11683969","title":"Field Study Assessment of the Performance of Displacement Air Distribution in a Canadian School during the Heating Season","year":2012,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; National Research Council Canada","funders":"Natural Resources Canada; Australian Government","keywords":"Displacement ventilation; ASHRAE 90.1; Ventilation (architecture); Environmental science; Displacement (psychology); Natural ventilation; Engineering; Thermal comfort; Meteorology; Marine engineering; Mechanical engineering; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244491,0.00003975389,0.00005657697,0.00006437324,0.0000303536,0.000007167016,0.0001331046,0.00001935822,0.00001742266],"category_scores_gemma":[0.00002570009,0.00002786202,0.00003491962,0.00009339301,0.00000549663,0.0002101655,0.00001522372,0.000107069,6.649036e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276472,"about_ca_system_score_gemma":0.00004396634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043425,"about_ca_topic_score_gemma":0.001886423,"domain_scores_codex":[0.9993706,0.0000238145,0.0002655194,0.00002345599,0.0002424461,0.00007410352],"domain_scores_gemma":[0.999663,0.00001983396,0.0001470553,0.00005467191,0.00008995015,0.00002547689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001129043,0.00002865843,0.5364799,0.000006178712,0.00002226765,1.304684e-7,0.00008682924,0.4628785,0.000258366,0.00006647847,0.000006283913,0.000155143],"study_design_scores_gemma":[0.0001952427,0.00003241344,0.8833744,0.0001055214,0.000008574812,0.000004057666,0.00007295517,0.1124548,0.003693611,0.000003284924,0.0000317129,0.00002341473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974098,0.00003613196,0.001803021,0.00006984819,0.0005371362,0.00007049275,0.00000315115,0.000002180419,0.00006824157],"genre_scores_gemma":[0.9998146,0.00001143314,0.00007530878,0.000006126836,0.00007453124,0.000002950997,0.00000383039,0.000003447322,0.000007719169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3504237,"threshold_uncertainty_score":0.1577353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004507470032348732,"score_gpt":0.2474651197049394,"score_spread":0.2429576496725907,"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."}}