{"id":"W1592764977","doi":"10.1002/9780470320303.ch37","title":"Firing Optimization of Clay Bricks","year":2008,"lang":"en","type":"book-chapter","venue":"Ceramic engineering and science proceedings","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Geology; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561386,0.0002102326,0.0002470037,0.0004488775,0.00009713952,0.0000697338,0.0001731407,0.0001529397,0.00002772021],"category_scores_gemma":[0.00003090557,0.0002348662,0.00003152022,0.0001818622,0.000234386,0.0002642543,0.00004594624,0.0001837058,0.000002736338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000724667,"about_ca_system_score_gemma":0.00003951724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.100839e-7,"about_ca_topic_score_gemma":1.093183e-8,"domain_scores_codex":[0.9990253,2.619247e-7,0.0003256822,0.0002304761,0.0002218204,0.0001964991],"domain_scores_gemma":[0.9995435,0.00001097342,0.00007585232,0.0000890265,0.0002306906,0.00004991937],"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":[0.000008471232,0.00000465107,0.00005840702,0.001848545,0.0001276386,0.000006362334,0.001435065,0.660372,0.1914479,0.09622985,0.001306427,0.04715464],"study_design_scores_gemma":[0.000317082,0.00006008501,0.0000515759,0.0009535832,0.00005523232,0.0003305971,0.0000416659,0.9353583,0.04114141,0.0006042366,0.01992534,0.001160826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1084805,0.003689292,0.02165276,0.00003708862,0.003424885,0.0006192245,0.00004107763,0.001550751,0.8605044],"genre_scores_gemma":[0.9736696,0.002406111,0.01534905,0.00001706993,0.0002946873,0.00001205097,0.000008437085,0.0001041313,0.008138892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8651891,"threshold_uncertainty_score":0.9577565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008944366239800087,"score_gpt":0.1871069418849464,"score_spread":0.1781625756451463,"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."}}