{"id":"W7006582401","doi":"","title":"Use of algebraic equations for atrium smoke management analysis","year":2008,"lang":"en","type":"other","venue":"NPARC","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algebraic number; Atrium (architecture); Control theory (sociology); Smoke; Calculus (dental)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004318488,0.0001061403,0.0002731389,0.00005423289,0.00008338438,0.000005589798,0.0001171121,0.0001205261,0.002138794],"category_scores_gemma":[0.0000208348,0.00004141632,0.0001971469,0.0002821259,0.00005700165,0.00001553521,0.00004373434,0.00003635542,0.00001563406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000724428,"about_ca_system_score_gemma":0.000002242636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008946005,"about_ca_topic_score_gemma":0.002939887,"domain_scores_codex":[0.9994515,0.00002021367,0.0001311028,0.0001886474,0.00006940855,0.0001391516],"domain_scores_gemma":[0.9995037,0.0002654975,0.0001405766,0.00004747473,0.00002010349,0.00002266849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001883649,0.0001243096,0.009057784,0.00003522333,0.003624618,0.00000637486,0.00001039686,0.000005976116,0.0003888513,0.005892517,0.9649683,0.01586685],"study_design_scores_gemma":[0.00005713445,0.00005041253,0.03558842,0.000009923022,0.0006242791,3.188812e-7,0.00001624122,0.00002621617,0.00002081434,0.0002955016,0.9631837,0.0001270523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01206174,0.000492932,0.0004319899,0.001190022,0.0002999719,0.001329251,0.002926607,0.0001665826,0.9811009],"genre_scores_gemma":[0.2098832,0.001908226,0.003315097,0.0002564182,0.0003138464,0.0002591415,0.001245641,0.000006739027,0.7828116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1982892,"threshold_uncertainty_score":0.9987734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07213406525439857,"score_gpt":0.2334961488088548,"score_spread":0.1613620835544562,"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."}}