{"id":"W7000472420","doi":"","title":"Experimental study and zone modelling of smoke movement in a model atrium","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoke; Plume; Atrium (architecture); Soot; Cigarette smoke; Position (finance)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008994406,0.00006566464,0.0001088089,0.00006783596,0.00001358156,0.000007443399,0.00005953824,0.0000237006,0.00005004618],"category_scores_gemma":[0.000001075733,0.00006835361,0.00001587263,0.00007528371,0.00001285756,0.00003832223,0.00003894191,0.00008423762,0.000001359417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003686618,"about_ca_system_score_gemma":0.000002093076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003680654,"about_ca_topic_score_gemma":0.00000961815,"domain_scores_codex":[0.9994616,0.00000764054,0.0001424225,0.00009589705,0.0001484262,0.0001440179],"domain_scores_gemma":[0.9998322,0.000009485662,0.000006938947,0.0001077077,0.000009573561,0.00003411804],"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":[0.00000722594,0.0002820621,0.000912964,0.00002206694,0.00001453646,0.000005826062,0.002342708,0.968408,0.0265421,0.0003317931,0.00002165807,0.001109037],"study_design_scores_gemma":[0.0004844238,0.0000672106,0.0001609643,0.000007213723,0.000001586065,2.561624e-7,0.0003165569,0.9973126,0.00131782,0.0002649144,0.000002493395,0.00006395746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985288,0.000261243,0.01008082,0.00002016186,0.00001603433,0.0001674274,0.000004313648,0.00001796915,0.004144079],"genre_scores_gemma":[0.9984809,0.00007664941,0.00130607,0.00000464383,0.000006276324,0.00001736192,7.098747e-7,0.00001317182,0.00009422856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02890459,"threshold_uncertainty_score":0.2787379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334091156342273,"score_gpt":0.2503068711454325,"score_spread":0.2069659595820098,"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."}}