{"id":"W4235865977","doi":"10.1002/9781118888438.ch172","title":"Metal Cleanliness Evaluation of Reusable Ceramic Foam Filters","year":2014,"lang":"en","type":"other","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Metal foam; Materials science; Ceramic; Ceramic foam; Composite material; Metal; Metallurgy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008127273,0.0001455621,0.000208072,0.00008311011,0.00001549632,0.00001051396,0.0002707169,0.000120126,0.02596233],"category_scores_gemma":[0.00003021604,0.0001196415,0.00006822264,0.0001047273,0.00007738711,0.00003465081,0.000145956,0.00006374487,0.0006089844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005911106,"about_ca_system_score_gemma":0.00000401575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000992106,"about_ca_topic_score_gemma":0.0001693972,"domain_scores_codex":[0.9987668,0.00009242983,0.0001855961,0.0002711692,0.0005555775,0.0001284175],"domain_scores_gemma":[0.9993443,0.0000131297,0.0001893528,0.0004218253,0.000006538801,0.00002486745],"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":[0.000001886908,0.00003299872,0.0004189855,0.00003090668,0.00002929857,1.613135e-7,0.000006263492,0.0003888968,0.000179528,0.00008259727,0.9405649,0.05826354],"study_design_scores_gemma":[0.0004518601,0.00009896368,0.001232406,0.0001751662,0.0003369477,8.067344e-7,0.00003228757,0.01932636,0.001961471,0.001886313,0.9740189,0.0004785389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008692557,0.00003683304,0.003274908,0.00003562953,0.0001507418,0.0003950026,0.000003704612,0.0001989293,0.995035],"genre_scores_gemma":[0.04795241,0.00006461315,0.005310078,0.00008420371,0.0000777239,0.00002985644,0.00004009708,0.0001567764,0.9462842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.057785,"threshold_uncertainty_score":0.9749281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218334639296867,"score_gpt":0.2773921689228205,"score_spread":0.2555587049931338,"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."}}