{"id":"W1971112687","doi":"10.3390/buildings4040762","title":"Building Performance Analysis and Simulation: We’ve Come a Long Way","year":2014,"lang":"en","type":"article","venue":"Buildings","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"TRACE (psycholinguistics); Work (physics); Salary; Computer science; Engineering; Simulation; Telecommunications; Architectural engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001747714,0.000157551,0.0002094615,0.0002563217,0.0001297529,0.00007217376,0.000115622,0.00009125206,0.0000353241],"category_scores_gemma":[0.0000168034,0.000162513,0.00006123476,0.0006453901,0.00002806443,0.0002558219,0.00003879735,0.0001155867,0.000002506697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390043,"about_ca_system_score_gemma":0.000002686358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007906227,"about_ca_topic_score_gemma":0.000005244234,"domain_scores_codex":[0.9992361,0.00001312776,0.000192833,0.0002016287,0.0001368592,0.0002194208],"domain_scores_gemma":[0.9995851,0.00007696616,0.00003967404,0.0001922331,0.00003240171,0.00007362241],"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":[0.000003602736,0.000004298756,0.01058983,0.00003777533,0.00009892791,4.240242e-7,0.00006974232,0.9699574,0.0002416799,0.001372367,0.00002793887,0.01759598],"study_design_scores_gemma":[0.0001709988,0.00001715682,0.009368012,0.00003091302,0.0001246215,0.000002816746,0.000003635932,0.9846964,0.001273749,0.0001254056,0.003976894,0.0002093548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5754952,0.0001383788,0.4235998,0.00002664553,0.00008035586,0.00003373298,6.382572e-7,0.0002331444,0.0003920948],"genre_scores_gemma":[0.9806774,0.0001250487,0.01893113,0.0000451159,0.00009417652,0.000008661725,0.000006620197,0.00002782123,0.00008407891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4051822,"threshold_uncertainty_score":0.6627086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00563113130018545,"score_gpt":0.204268373565253,"score_spread":0.1986372422650675,"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."}}