{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000543752,0.0003944876,0.0003138198,0.0006593328,0.0003501202,0.0004611023,0.0006287283,0.0004301085,0.003546391],"category_scores_gemma":[0.0008450868,0.0001651607,0.0005557728,0.0006756964,0.000196646,0.000360936,0.0002475187,0.0002416368,0.000904767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008330017,"about_ca_system_score_gemma":0.0005708592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006227675,"about_ca_topic_score_gemma":0.008242859,"domain_scores_codex":[0.9982911,0.00009567675,0.00005792682,0.0001625398,0.001288421,0.0001043309],"domain_scores_gemma":[0.9993687,0.00009451801,0.00009564203,0.00004503587,0.0003702998,0.00002575471],"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":[0.001027841,0.0002732154,0.005859733,0.0003555376,0.00004785338,0.0001278068,0.0002411681,0.001623211,0.9372526,0.0002496327,0.00127003,0.0516715],"study_design_scores_gemma":[0.00001204243,0.001237013,0.01180139,0.0000246573,0.00005316172,0.00006216628,0.0001473277,0.001427642,0.9816761,0.00002689661,0.003514405,0.00001720152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867184,0.0008526298,0.004235899,0.00004254755,0.00003889881,0.00007702647,0.0008541166,0.0001480754,0.007032419],"genre_scores_gemma":[0.9706059,0.001406744,0.00791762,0.00005863617,0.00001811126,0.00007390847,0.001761444,0.00007908431,0.01807853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006227675,"threshold_uncertainty_score":0.01238286,"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."}}