{"id":"W2617174918","doi":"10.11159/htff17.112","title":"Field Experiment of the Measures to Control the Stack Effect in Stairwell of Building","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Institute of Construction Technology; Ministry of Science, ICT and Future Planning","keywords":"Stack (abstract data type); Field (mathematics); Environmental science; Control (management); Computer science; Mathematics; Artificial intelligence","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":[0.000610647,0.0006384566,0.0003186566,0.0003069575,0.0004837898,0.0001936335,0.000616692,0.0005397188,0.001286761],"category_scores_gemma":[0.0006682213,0.0001782698,0.0003459855,0.0001687807,0.0004024294,0.0003060148,0.0003389542,0.0004937327,0.0001467161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830727,"about_ca_system_score_gemma":0.0005043888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419373,"about_ca_topic_score_gemma":0.003078182,"domain_scores_codex":[0.9996254,0.00006196003,0.00002066648,0.00008512204,0.00012325,0.00008363117],"domain_scores_gemma":[0.9991123,0.0002468646,0.00008027539,0.0001190446,0.0003157597,0.0001257381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001176928,0.002013078,0.007139834,0.0004209699,0.00004092578,0.0001877005,0.0006943658,0.006304004,0.9611698,0.0003297164,0.0003304057,0.02019214],"study_design_scores_gemma":[0.0003413674,0.03341312,0.06542152,0.00005023831,0.0001769613,0.0001514211,0.001426327,0.02590462,0.8700874,0.0002560946,0.002669503,0.0001014221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989023,0.00003902217,0.009865543,0.00002454354,0.00003222126,0.0001404567,0.0001060484,0.0001021293,0.0006671388],"genre_scores_gemma":[0.9916809,0.00003862277,0.007358323,0.00002042592,0.000005789756,0.00008209773,0.00007108734,0.000007818068,0.0007349837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001419373,"threshold_uncertainty_score":0.004304707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004400119863130277,"score_gpt":0.2119817667287615,"score_spread":0.2075816468656312,"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."}}