{"id":"W3148243639","doi":"","title":"Upgrading a Lime Kiln Chain Section to Reduce Dust Loading and Improve Thermal Efficiency","year":2009,"lang":"en","type":"article","venue":"TSpace","topic":"Environmental and Industrial Safety","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kiln; Lime; Section (typography); Rotary kiln; Waste management; Environmental science; Thermal; Engineering; Metallurgy; Materials science; Business; Meteorology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244512,0.0001407734,0.00011213,0.00002685756,0.000207,0.0000325213,0.0001146015,0.00008376461,0.0006515856],"category_scores_gemma":[0.0000261753,0.0001270916,0.00003145611,0.0002077847,0.00007113432,0.0001545165,0.0001057949,0.000166967,0.000229727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167377,"about_ca_system_score_gemma":0.000003344947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003676345,"about_ca_topic_score_gemma":0.000009021848,"domain_scores_codex":[0.9989917,0.00003315139,0.0001261321,0.0003439232,0.0001874579,0.0003176462],"domain_scores_gemma":[0.9996014,0.00001843395,0.00004662824,0.000152478,0.000001172072,0.0001799093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003890192,0.00005193902,0.001970552,0.00000108847,0.000002220745,0.000003227509,0.001503383,0.0005067123,0.9634218,0.00003526611,0.0005984041,0.03186654],"study_design_scores_gemma":[0.001789066,0.002086341,0.5704876,0.00008319602,0.00004504795,0.00005593303,0.002172364,0.003421068,0.3898915,0.0001744641,0.02862086,0.001172556],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975153,0.00002916284,0.0001698471,0.002370603,0.0001845763,0.0002627973,0.000001037747,0.00005089488,0.02177806],"genre_scores_gemma":[0.9942235,0.00001142431,0.0003308952,0.000461693,0.0002154377,0.000005616972,0.000001037304,0.000009751508,0.004740672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5735303,"threshold_uncertainty_score":0.7134406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302786890803884,"score_gpt":0.2553440365453445,"score_spread":0.2423161676373057,"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."}}