{"id":"W85850439","doi":"10.5006/c2009-09170","title":"Corrosion of Ceramic Bed in Regenerating Thermal Oxidizers","year":2009,"lang":"en","type":"article","venue":"","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norbord (Canada)","funders":"","keywords":"Corrosion; Materials science; Ceramic; Metallurgy; Thermal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048737,0.0003622416,0.0004142174,0.0002765099,0.0002598741,0.0004516851,0.0004090493,0.0003408843,0.0008976421],"category_scores_gemma":[0.0007701927,0.0002584239,0.0003339066,0.0002499819,0.0003523702,0.0002671668,0.0003494496,0.0005114989,0.0003708595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005985033,"about_ca_system_score_gemma":0.0002975551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007289475,"about_ca_topic_score_gemma":0.006488285,"domain_scores_codex":[0.9993692,0.00009719565,0.00002334708,0.00008069276,0.0003183806,0.0001112211],"domain_scores_gemma":[0.999635,0.00007776971,0.00006128491,0.00003100294,0.0001632978,0.00003166927],"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":[0.0006210525,0.00005070968,0.001391643,0.0002856458,0.00002320937,0.0001543806,0.0001224225,0.001397015,0.9864506,0.000239501,0.0002800819,0.008983845],"study_design_scores_gemma":[0.00001139766,0.0005805194,0.003212968,0.00001158292,0.00002408632,0.00008504744,0.00007949558,0.004606737,0.9892708,0.00003021274,0.002079724,0.000007434637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847214,0.002952896,0.005681649,0.0001183297,0.00011138,0.00006397652,0.0001742927,0.0001254075,0.006050712],"genre_scores_gemma":[0.9934266,0.0008745333,0.002473735,0.000020931,0.00001490817,0.000009064899,0.0001543434,0.00002252129,0.003003428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007289475,"threshold_uncertainty_score":0.01449406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139481750415007,"score_gpt":0.2550280848497045,"score_spread":0.2436332673455544,"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."}}