{"id":"W7048241755","doi":"","title":"Joint project with ASHRAE investigates design methods for smoke management systems in atriums","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joint (building); Work (physics); Smoke; Management system; Design methods","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002725983,0.0007863423,0.0009132356,0.0004736143,0.000582662,0.001414227,0.0009072786,0.001709216,0.005775119],"category_scores_gemma":[0.00363804,0.0004544261,0.001041955,0.000249966,0.0006697614,0.001193389,0.001126463,0.001259602,0.0007251087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007937995,"about_ca_system_score_gemma":0.001203197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004154093,"about_ca_topic_score_gemma":0.005025266,"domain_scores_codex":[0.998744,0.0005445527,0.00005695867,0.0002056074,0.0003722322,0.00007669869],"domain_scores_gemma":[0.9972163,0.001830824,0.00009566348,0.0002432449,0.0005177179,0.00009611413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003806604,0.0005546876,0.004315888,0.0004453055,0.0001376107,0.0001906011,0.001562516,0.4765279,0.08931267,0.03265923,0.00231368,0.3915992],"study_design_scores_gemma":[0.00008231795,0.0004965665,0.001065847,0.00003185235,0.0000415425,0.0000929367,0.0002375108,0.9461269,0.02878874,0.005288026,0.01770724,0.00004048153],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02788172,0.0001394823,0.9687672,0.0002079845,0.00005311109,0.00009393571,0.00002926088,0.0002784423,0.002548936],"genre_scores_gemma":[0.3270935,0.0004020288,0.6501243,0.0001194505,0.00006183192,0.0002703434,0.00008992657,0.0002930246,0.02154571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005775119,"threshold_uncertainty_score":0.01931971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347492455996838,"score_gpt":0.3111482844046454,"score_spread":0.1763990388049616,"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."}}