{"id":"W6996895867","doi":"","title":"Study of smoke movement in sprinklered malls and atria: enhancing shopper safety","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movement (music); Smoke; Context (archaeology); Poison control","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":[0.0002481356,0.00008486774,0.0001674377,0.00009145833,0.00002029458,0.00001020861,0.00008924979,0.00004229184,0.0001287538],"category_scores_gemma":[0.00001338587,0.00008433106,0.00002010867,0.0001619997,0.00001273776,0.0000416146,0.00007071144,0.0001414987,0.000003085426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005987896,"about_ca_system_score_gemma":0.000008575322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007651906,"about_ca_topic_score_gemma":0.001417501,"domain_scores_codex":[0.9992131,0.00002088478,0.0002467651,0.000126767,0.0001813608,0.0002111194],"domain_scores_gemma":[0.9997129,0.00003975831,0.00001242782,0.0001692336,0.00001915984,0.00004653425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002325724,0.000614115,0.7757568,0.0002161618,0.000194748,0.0002003087,0.003805822,0.02816528,0.1309912,0.001996359,0.00009192331,0.05773468],"study_design_scores_gemma":[0.003342294,0.0003287292,0.8586501,0.00008241203,0.00001429793,0.000005365196,0.002696308,0.1316827,0.001364737,0.001034135,0.0004743688,0.0003246022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898378,0.00005619123,0.0001888007,0.0000720305,0.00005356385,0.000258506,0.000004386823,0.00002357625,0.009505143],"genre_scores_gemma":[0.9993283,0.0003221092,0.0001991673,0.000009748189,0.00001847647,0.000009590523,0.000001554367,0.0000153995,0.00009572467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296265,"threshold_uncertainty_score":0.3438921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519072434173568,"score_gpt":0.2470151556143914,"score_spread":0.2318244312726557,"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."}}