{"id":"W2490820986","doi":"10.1080/14733315.2010.11683868","title":"Casthouse Ventilation Design for the Production of Air-Cooled Aluminium Sows","year":2010,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aluminerie Alouette (Canada); Hatch (Canada)","funders":"","keywords":"Aluminium; Ventilation (architecture); Production (economics); Environmental science; Engineering; Mechanical engineering; Materials science; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005344616,0.00007736296,0.0001016817,0.0001682467,0.00003980702,0.00002476801,0.0001810477,0.00006565762,0.00002554012],"category_scores_gemma":[0.0002030159,0.00006356705,0.0001092903,0.00009774482,0.00002543977,0.0003662058,0.00000868914,0.0001399441,0.00000242709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003728012,"about_ca_system_score_gemma":0.00003627154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002379201,"about_ca_topic_score_gemma":0.00001175216,"domain_scores_codex":[0.9990848,0.00001903662,0.0004354961,0.00006553999,0.0003177512,0.00007733965],"domain_scores_gemma":[0.9987811,0.00012199,0.0003146385,0.00009821545,0.0006615222,0.00002256219],"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":[0.0007023166,0.0001422783,0.002146371,0.00005578893,0.0003869048,0.000002996745,0.000689309,0.4378681,0.4993305,0.001413578,0.003939545,0.0533223],"study_design_scores_gemma":[0.001073544,0.0001808219,0.09178801,0.0001603006,0.0002289945,0.0001699659,0.0001171915,0.1836257,0.7030728,0.001850399,0.01751659,0.0002156086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4840985,0.0001627536,0.5076001,0.0003288531,0.007415909,0.0002956757,0.000006201602,0.00002869998,0.00006329075],"genre_scores_gemma":[0.9948016,0.00007809226,0.004202717,0.00001061465,0.0008215391,0.000007637601,0.00001227418,0.00001888636,0.00004663484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5107031,"threshold_uncertainty_score":0.2592189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196917740114788,"score_gpt":0.266956175416546,"score_spread":0.2472644014050672,"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."}}